Hugging Face's logo

Accuknoxtechnologies
/
PromptInjection-Encoder-v1

Text Classification
Transformers
modernbert
prompt-injection
jailbreak
security
multi-label
llm-guard
encoder
Model card Files
xet
 Community
Yash1005 commited on
Commit
6b09bfc
·
1 Parent(s): 92e086b

upload Prompt-Injection encoder (multi-label classifier)

Browse files
Files changed (7) hide show
  1. README.md +5 -36
  2. checkpoint-3400/config.json +69 -0
  3. checkpoint-3400/special_tokens_map.json +55 -0
  4. checkpoint-3400/tokenizer_config.json +2018 -0
  5. checkpoint-3400/trainer_state.json +1344 -0
  6. config.json +2 -2
  7. training_provenance.json +2 -2
README.md CHANGED
@@ -14,18 +14,13 @@ tags:
14
 
15
  # Prompt Injection Detection (encoder, multi-label)
16
 
17
- Encoder classifier that detects which prompt-injection attack categories (out of
18
- 9) appear in an input. Fine-tuned from
19
- **[`jhu-clsp/mmBERT-base`](https://huggingface.co/jhu-clsp/mmBERT-base)**.
20
- Replaces the 2B Qwen decoder LoRA with a single-forward-pass encoder for
21
- lower-latency runtime-security use in LLM-Guard's `PromptInjection` scanner.
22
 
23
  - **Base model**: [`jhu-clsp/mmBERT-base`](https://huggingface.co/jhu-clsp/mmBERT-base)
 
24
  - **Labels (9)**: DirectInjection, Jailbreak, Adversarial, Extraction, Encoding, Manipulation, Smuggling, Indirect, MultiTurn
25
- - **Output**: per-category sigmoid; `is_valid` = any attack above threshold
26
- (0.5).
27
- - **Multilingual / long context**: inherited from the base encoder; trained with
28
- inputs up to the base model's positional limit.
29
 
30
  ## Usage
31
 
@@ -51,30 +46,4 @@ result = {"is_valid": bool(present), "category": {k: True for k in present}}
51
  print(result) # e.g. {"is_valid": True, "category": {"DirectInjection": True}}
52
  ```
53
 
54
- ## Test-set metrics (n=500)
55
-
56
- | Metric | Value |
57
- |--------|-------|
58
- | is_valid (attack-detection) accuracy | 0.890 |
59
- | category-set (exact) accuracy | 0.054 |
60
- | micro-F1 | 0.351 |
61
- | macro-F1 | 0.356 |
62
- | latency mean (ms/example) | 1.823335886001587 |
63
- | latency p95 (ms/example) | 1.9494213163852692 |
64
- | device | cuda:0 |
65
-
66
- ### Per-category F1
67
-
68
- | Category | F1 | Description |
69
- |----------|----|-------------|
70
- | `Adversarial` | 0.400 | Carefully crafted inputs that exploit model quirks or training artifacts to elicit unintended behavior without an obvious override. |
71
- | `DirectInjection` | 0.523 | Explicit instruction overrides that tell the model to ignore prior context (e.g. "ignore all previous instructions and …"). |
72
- | `Encoding` | 0.373 | Obfuscated payloads using base64 / ROT13 / leetspeak / homoglyphs / zero-width chars / shell pipes to bypass keyword filters. |
73
- | `Extraction` | 0.257 | Attempts to leak the system prompt, hidden instructions, or memorized training data (e.g. "print everything between <<system>> tags"). |
74
- | `Indirect` | 0.323 | Injection delivered through untrusted retrieved content (RAG passages, scraped pages, file contents) rather than the user's direct turn. |
75
- | `Jailbreak` | 0.397 | Persona / role swaps and constraint bypasses aimed at disabling safety alignment (e.g. DAN, "you are now an unrestricted assistant"). |
76
- | `Manipulation` | 0.272 | Social-engineering framings (urgency, authority, sympathy, false context) that pressure the model into compliance. |
77
- | `MultiTurn` | 0.164 | Crescendo / drip-feed attacks that build up across multiple turns to gradually erode guardrails. |
78
- | `Smuggling` | 0.491 | Hidden control tokens, chat-template markers, or special sequences injected to confuse the parser (e.g. fake `<|im_end|>` / role tags). |
79
-
80
- *Evaluated on `test_dataset_injection.csv`. Generated 2026-06-03 09:26 UTC.*
 
14
 
15
  # Prompt Injection Detection (encoder, multi-label)
16
 
17
+ Multi-label classifier over 9 prompt-injection attack categories,
18
+ fine-tuned from **[`jhu-clsp/mmBERT-base`](https://huggingface.co/jhu-clsp/mmBERT-base)**. Single
19
+ forward pass; `is_valid` = any attack above threshold (0.5).
 
 
20
 
21
  - **Base model**: [`jhu-clsp/mmBERT-base`](https://huggingface.co/jhu-clsp/mmBERT-base)
22
+ - **Trained with**: max_seq_length=3072, epochs=10, lr=2e-05
23
  - **Labels (9)**: DirectInjection, Jailbreak, Adversarial, Extraction, Encoding, Manipulation, Smuggling, Indirect, MultiTurn
 
 
 
 
24
 
25
  ## Usage
26
 
 
46
  print(result) # e.g. {"is_valid": True, "category": {"DirectInjection": True}}
47
  ```
48
 
49
+ > Test-set metrics are added by `eval_and_push_card.py` after evaluation.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
checkpoint-3400/config.json ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "ModernBertForSequenceClassification"
4
+ ],
5
+ "attention_bias": false,
6
+ "attention_dropout": 0.0,
7
+ "bos_token_id": 2,
8
+ "classifier_activation": "gelu",
9
+ "classifier_bias": false,
10
+ "classifier_dropout": 0.0,
11
+ "classifier_pooling": "mean",
12
+ "cls_token_id": 1,
13
+ "decoder_bias": true,
14
+ "deterministic_flash_attn": false,
15
+ "dtype": "float32",
16
+ "embedding_dropout": 0.0,
17
+ "eos_token_id": 1,
18
+ "global_attn_every_n_layers": 3,
19
+ "global_rope_theta": 160000,
20
+ "gradient_checkpointing": false,
21
+ "hidden_activation": "gelu",
22
+ "hidden_size": 768,
23
+ "id2label": {
24
+ "0": "DirectInjection",
25
+ "1": "Jailbreak",
26
+ "2": "Adversarial",
27
+ "3": "Extraction",
28
+ "4": "Encoding",
29
+ "5": "Manipulation",
30
+ "6": "Smuggling",
31
+ "7": "Indirect",
32
+ "8": "MultiTurn"
33
+ },
34
+ "initializer_cutoff_factor": 2.0,
35
+ "initializer_range": 0.02,
36
+ "intermediate_size": 1152,
37
+ "label2id": {
38
+ "Adversarial": 2,
39
+ "DirectInjection": 0,
40
+ "Encoding": 4,
41
+ "Extraction": 3,
42
+ "Indirect": 7,
43
+ "Jailbreak": 1,
44
+ "Manipulation": 5,
45
+ "MultiTurn": 8,
46
+ "Smuggling": 6
47
+ },
48
+ "layer_norm_eps": 1e-05,
49
+ "local_attention": 128,
50
+ "local_rope_theta": 160000,
51
+ "mask_token_id": 4,
52
+ "max_position_embeddings": 8192,
53
+ "mlp_bias": false,
54
+ "mlp_dropout": 0.0,
55
+ "model_type": "modernbert",
56
+ "norm_bias": false,
57
+ "norm_eps": 1e-05,
58
+ "num_attention_heads": 12,
59
+ "num_hidden_layers": 22,
60
+ "pad_token_id": 0,
61
+ "position_embedding_type": "sans_pos",
62
+ "problem_type": "multi_label_classification",
63
+ "repad_logits_with_grad": false,
64
+ "sep_token_id": 1,
65
+ "sparse_pred_ignore_index": -100,
66
+ "sparse_prediction": false,
67
+ "transformers_version": "4.57.6",
68
+ "vocab_size": 256000
69
+ }
checkpoint-3400/special_tokens_map.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "<start_of_turn>",
4
+ "<end_of_turn>"
5
+ ],
6
+ "bos_token": {
7
+ "content": "<bos>",
8
+ "lstrip": false,
9
+ "normalized": false,
10
+ "rstrip": false,
11
+ "single_word": false
12
+ },
13
+ "cls_token": {
14
+ "content": "<bos>",
15
+ "lstrip": false,
16
+ "normalized": false,
17
+ "rstrip": false,
18
+ "single_word": false
19
+ },
20
+ "eos_token": {
21
+ "content": "<eos>",
22
+ "lstrip": false,
23
+ "normalized": false,
24
+ "rstrip": false,
25
+ "single_word": false
26
+ },
27
+ "mask_token": {
28
+ "content": "<mask>",
29
+ "lstrip": true,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false
33
+ },
34
+ "pad_token": {
35
+ "content": "<pad>",
36
+ "lstrip": false,
37
+ "normalized": false,
38
+ "rstrip": false,
39
+ "single_word": false
40
+ },
41
+ "sep_token": {
42
+ "content": "<eos>",
43
+ "lstrip": false,
44
+ "normalized": false,
45
+ "rstrip": false,
46
+ "single_word": false
47
+ },
48
+ "unk_token": {
49
+ "content": "<unk>",
50
+ "lstrip": false,
51
+ "normalized": false,
52
+ "rstrip": false,
53
+ "single_word": false
54
+ }
55
+ }
checkpoint-3400/tokenizer_config.json ADDED
@@ -0,0 +1,2018 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_bos_token": true,
3
+ "added_tokens_decoder": {
4
+ "0": {
5
+ "content": "<pad>",
6
+ "lstrip": false,
7
+ "normalized": false,
8
+ "rstrip": false,
9
+ "single_word": false,
10
+ "special": true
11
+ },
12
+ "1": {
13
+ "content": "<eos>",
14
+ "lstrip": false,
15
+ "normalized": false,
16
+ "rstrip": false,
17
+ "single_word": false,
18
+ "special": true
19
+ },
20
+ "2": {
21
+ "content": "<bos>",
22
+ "lstrip": false,
23
+ "normalized": false,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ },
28
+ "3": {
29
+ "content": "<unk>",
30
+ "lstrip": false,
31
+ "normalized": false,
32
+ "rstrip": false,
33
+ "single_word": false,
34
+ "special": true
35
+ },
36
+ "4": {
37
+ "content": "<mask>",
38
+ "lstrip": true,
39
+ "normalized": false,
40
+ "rstrip": false,
41
+ "single_word": false,
42
+ "special": true
43
+ },
44
+ "5": {
45
+ "content": "<2mass>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false,
50
+ "special": false
51
+ },
52
+ "6": {
53
+ "content": "[@BOS@]",
54
+ "lstrip": false,
55
+ "normalized": false,
56
+ "rstrip": false,
57
+ "single_word": false,
58
+ "special": false
59
+ },
60
+ "7": {
61
+ "content": "<unused0>",
62
+ "lstrip": false,
63
+ "normalized": false,
64
+ "rstrip": false,
65
+ "single_word": false,
66
+ "special": false
67
+ },
68
+ "8": {
69
+ "content": "<unused1>",
70
+ "lstrip": false,
71
+ "normalized": false,
72
+ "rstrip": false,
73
+ "single_word": false,
74
+ "special": false
75
+ },
76
+ "9": {
77
+ "content": "<unused2>",
78
+ "lstrip": false,
79
+ "normalized": false,
80
+ "rstrip": false,
81
+ "single_word": false,
82
+ "special": false
83
+ },
84
+ "10": {
85
+ "content": "<unused3>",
86
+ "lstrip": false,
87
+ "normalized": false,
88
+ "rstrip": false,
89
+ "single_word": false,
90
+ "special": false
91
+ },
92
+ "11": {
93
+ "content": "<unused4>",
94
+ "lstrip": false,
95
+ "normalized": false,
96
+ "rstrip": false,
97
+ "single_word": false,
98
+ "special": false
99
+ },
100
+ "12": {
101
+ "content": "<unused5>",
102
+ "lstrip": false,
103
+ "normalized": false,
104
+ "rstrip": false,
105
+ "single_word": false,
106
+ "special": false
107
+ },
108
+ "13": {
109
+ "content": "<unused6>",
110
+ "lstrip": false,
111
+ "normalized": false,
112
+ "rstrip": false,
113
+ "single_word": false,
114
+ "special": false
115
+ },
116
+ "14": {
117
+ "content": "<unused7>",
118
+ "lstrip": false,
119
+ "normalized": false,
120
+ "rstrip": false,
121
+ "single_word": false,
122
+ "special": false
123
+ },
124
+ "15": {
125
+ "content": "<unused8>",
126
+ "lstrip": false,
127
+ "normalized": false,
128
+ "rstrip": false,
129
+ "single_word": false,
130
+ "special": false
131
+ },
132
+ "16": {
133
+ "content": "<unused9>",
134
+ "lstrip": false,
135
+ "normalized": false,
136
+ "rstrip": false,
137
+ "single_word": false,
138
+ "special": false
139
+ },
140
+ "17": {
141
+ "content": "<unused10>",
142
+ "lstrip": false,
143
+ "normalized": false,
144
+ "rstrip": false,
145
+ "single_word": false,
146
+ "special": false
147
+ },
148
+ "18": {
149
+ "content": "<unused11>",
150
+ "lstrip": false,
151
+ "normalized": false,
152
+ "rstrip": false,
153
+ "single_word": false,
154
+ "special": false
155
+ },
156
+ "19": {
157
+ "content": "<unused12>",
158
+ "lstrip": false,
159
+ "normalized": false,
160
+ "rstrip": false,
161
+ "single_word": false,
162
+ "special": false
163
+ },
164
+ "20": {
165
+ "content": "<unused13>",
166
+ "lstrip": false,
167
+ "normalized": false,
168
+ "rstrip": false,
169
+ "single_word": false,
170
+ "special": false
171
+ },
172
+ "21": {
173
+ "content": "<unused14>",
174
+ "lstrip": false,
175
+ "normalized": false,
176
+ "rstrip": false,
177
+ "single_word": false,
178
+ "special": false
179
+ },
180
+ "22": {
181
+ "content": "<unused15>",
182
+ "lstrip": false,
183
+ "normalized": false,
184
+ "rstrip": false,
185
+ "single_word": false,
186
+ "special": false
187
+ },
188
+ "23": {
189
+ "content": "<unused16>",
190
+ "lstrip": false,
191
+ "normalized": false,
192
+ "rstrip": false,
193
+ "single_word": false,
194
+ "special": false
195
+ },
196
+ "24": {
197
+ "content": "<unused17>",
198
+ "lstrip": false,
199
+ "normalized": false,
200
+ "rstrip": false,
201
+ "single_word": false,
202
+ "special": false
203
+ },
204
+ "25": {
205
+ "content": "<unused18>",
206
+ "lstrip": false,
207
+ "normalized": false,
208
+ "rstrip": false,
209
+ "single_word": false,
210
+ "special": false
211
+ },
212
+ "26": {
213
+ "content": "<unused19>",
214
+ "lstrip": false,
215
+ "normalized": false,
216
+ "rstrip": false,
217
+ "single_word": false,
218
+ "special": false
219
+ },
220
+ "27": {
221
+ "content": "<unused20>",
222
+ "lstrip": false,
223
+ "normalized": false,
224
+ "rstrip": false,
225
+ "single_word": false,
226
+ "special": false
227
+ },
228
+ "28": {
229
+ "content": "<unused21>",
230
+ "lstrip": false,
231
+ "normalized": false,
232
+ "rstrip": false,
233
+ "single_word": false,
234
+ "special": false
235
+ },
236
+ "29": {
237
+ "content": "<unused22>",
238
+ "lstrip": false,
239
+ "normalized": false,
240
+ "rstrip": false,
241
+ "single_word": false,
242
+ "special": false
243
+ },
244
+ "30": {
245
+ "content": "<unused23>",
246
+ "lstrip": false,
247
+ "normalized": false,
248
+ "rstrip": false,
249
+ "single_word": false,
250
+ "special": false
251
+ },
252
+ "31": {
253
+ "content": "<unused24>",
254
+ "lstrip": false,
255
+ "normalized": false,
256
+ "rstrip": false,
257
+ "single_word": false,
258
+ "special": false
259
+ },
260
+ "32": {
261
+ "content": "<unused25>",
262
+ "lstrip": false,
263
+ "normalized": false,
264
+ "rstrip": false,
265
+ "single_word": false,
266
+ "special": false
267
+ },
268
+ "33": {
269
+ "content": "<unused26>",
270
+ "lstrip": false,
271
+ "normalized": false,
272
+ "rstrip": false,
273
+ "single_word": false,
274
+ "special": false
275
+ },
276
+ "34": {
277
+ "content": "<unused27>",
278
+ "lstrip": false,
279
+ "normalized": false,
280
+ "rstrip": false,
281
+ "single_word": false,
282
+ "special": false
283
+ },
284
+ "35": {
285
+ "content": "<unused28>",
286
+ "lstrip": false,
287
+ "normalized": false,
288
+ "rstrip": false,
289
+ "single_word": false,
290
+ "special": false
291
+ },
292
+ "36": {
293
+ "content": "<unused29>",
294
+ "lstrip": false,
295
+ "normalized": false,
296
+ "rstrip": false,
297
+ "single_word": false,
298
+ "special": false
299
+ },
300
+ "37": {
301
+ "content": "<unused30>",
302
+ "lstrip": false,
303
+ "normalized": false,
304
+ "rstrip": false,
305
+ "single_word": false,
306
+ "special": false
307
+ },
308
+ "38": {
309
+ "content": "<unused31>",
310
+ "lstrip": false,
311
+ "normalized": false,
312
+ "rstrip": false,
313
+ "single_word": false,
314
+ "special": false
315
+ },
316
+ "39": {
317
+ "content": "<unused32>",
318
+ "lstrip": false,
319
+ "normalized": false,
320
+ "rstrip": false,
321
+ "single_word": false,
322
+ "special": false
323
+ },
324
+ "40": {
325
+ "content": "<unused33>",
326
+ "lstrip": false,
327
+ "normalized": false,
328
+ "rstrip": false,
329
+ "single_word": false,
330
+ "special": false
331
+ },
332
+ "41": {
333
+ "content": "<unused34>",
334
+ "lstrip": false,
335
+ "normalized": false,
336
+ "rstrip": false,
337
+ "single_word": false,
338
+ "special": false
339
+ },
340
+ "42": {
341
+ "content": "<unused35>",
342
+ "lstrip": false,
343
+ "normalized": false,
344
+ "rstrip": false,
345
+ "single_word": false,
346
+ "special": false
347
+ },
348
+ "43": {
349
+ "content": "<unused36>",
350
+ "lstrip": false,
351
+ "normalized": false,
352
+ "rstrip": false,
353
+ "single_word": false,
354
+ "special": false
355
+ },
356
+ "44": {
357
+ "content": "<unused37>",
358
+ "lstrip": false,
359
+ "normalized": false,
360
+ "rstrip": false,
361
+ "single_word": false,
362
+ "special": false
363
+ },
364
+ "45": {
365
+ "content": "<unused38>",
366
+ "lstrip": false,
367
+ "normalized": false,
368
+ "rstrip": false,
369
+ "single_word": false,
370
+ "special": false
371
+ },
372
+ "46": {
373
+ "content": "<unused39>",
374
+ "lstrip": false,
375
+ "normalized": false,
376
+ "rstrip": false,
377
+ "single_word": false,
378
+ "special": false
379
+ },
380
+ "47": {
381
+ "content": "<unused40>",
382
+ "lstrip": false,
383
+ "normalized": false,
384
+ "rstrip": false,
385
+ "single_word": false,
386
+ "special": false
387
+ },
388
+ "48": {
389
+ "content": "<unused41>",
390
+ "lstrip": false,
391
+ "normalized": false,
392
+ "rstrip": false,
393
+ "single_word": false,
394
+ "special": false
395
+ },
396
+ "49": {
397
+ "content": "<unused42>",
398
+ "lstrip": false,
399
+ "normalized": false,
400
+ "rstrip": false,
401
+ "single_word": false,
402
+ "special": false
403
+ },
404
+ "50": {
405
+ "content": "<unused43>",
406
+ "lstrip": false,
407
+ "normalized": false,
408
+ "rstrip": false,
409
+ "single_word": false,
410
+ "special": false
411
+ },
412
+ "51": {
413
+ "content": "<unused44>",
414
+ "lstrip": false,
415
+ "normalized": false,
416
+ "rstrip": false,
417
+ "single_word": false,
418
+ "special": false
419
+ },
420
+ "52": {
421
+ "content": "<unused45>",
422
+ "lstrip": false,
423
+ "normalized": false,
424
+ "rstrip": false,
425
+ "single_word": false,
426
+ "special": false
427
+ },
428
+ "53": {
429
+ "content": "<unused46>",
430
+ "lstrip": false,
431
+ "normalized": false,
432
+ "rstrip": false,
433
+ "single_word": false,
434
+ "special": false
435
+ },
436
+ "54": {
437
+ "content": "<unused47>",
438
+ "lstrip": false,
439
+ "normalized": false,
440
+ "rstrip": false,
441
+ "single_word": false,
442
+ "special": false
443
+ },
444
+ "55": {
445
+ "content": "<unused48>",
446
+ "lstrip": false,
447
+ "normalized": false,
448
+ "rstrip": false,
449
+ "single_word": false,
450
+ "special": false
451
+ },
452
+ "56": {
453
+ "content": "<unused49>",
454
+ "lstrip": false,
455
+ "normalized": false,
456
+ "rstrip": false,
457
+ "single_word": false,
458
+ "special": false
459
+ },
460
+ "57": {
461
+ "content": "<unused50>",
462
+ "lstrip": false,
463
+ "normalized": false,
464
+ "rstrip": false,
465
+ "single_word": false,
466
+ "special": false
467
+ },
468
+ "58": {
469
+ "content": "<unused51>",
470
+ "lstrip": false,
471
+ "normalized": false,
472
+ "rstrip": false,
473
+ "single_word": false,
474
+ "special": false
475
+ },
476
+ "59": {
477
+ "content": "<unused52>",
478
+ "lstrip": false,
479
+ "normalized": false,
480
+ "rstrip": false,
481
+ "single_word": false,
482
+ "special": false
483
+ },
484
+ "60": {
485
+ "content": "<unused53>",
486
+ "lstrip": false,
487
+ "normalized": false,
488
+ "rstrip": false,
489
+ "single_word": false,
490
+ "special": false
491
+ },
492
+ "61": {
493
+ "content": "<unused54>",
494
+ "lstrip": false,
495
+ "normalized": false,
496
+ "rstrip": false,
497
+ "single_word": false,
498
+ "special": false
499
+ },
500
+ "62": {
501
+ "content": "<unused55>",
502
+ "lstrip": false,
503
+ "normalized": false,
504
+ "rstrip": false,
505
+ "single_word": false,
506
+ "special": false
507
+ },
508
+ "63": {
509
+ "content": "<unused56>",
510
+ "lstrip": false,
511
+ "normalized": false,
512
+ "rstrip": false,
513
+ "single_word": false,
514
+ "special": false
515
+ },
516
+ "64": {
517
+ "content": "<unused57>",
518
+ "lstrip": false,
519
+ "normalized": false,
520
+ "rstrip": false,
521
+ "single_word": false,
522
+ "special": false
523
+ },
524
+ "65": {
525
+ "content": "<unused58>",
526
+ "lstrip": false,
527
+ "normalized": false,
528
+ "rstrip": false,
529
+ "single_word": false,
530
+ "special": false
531
+ },
532
+ "66": {
533
+ "content": "<unused59>",
534
+ "lstrip": false,
535
+ "normalized": false,
536
+ "rstrip": false,
537
+ "single_word": false,
538
+ "special": false
539
+ },
540
+ "67": {
541
+ "content": "<unused60>",
542
+ "lstrip": false,
543
+ "normalized": false,
544
+ "rstrip": false,
545
+ "single_word": false,
546
+ "special": false
547
+ },
548
+ "68": {
549
+ "content": "<unused61>",
550
+ "lstrip": false,
551
+ "normalized": false,
552
+ "rstrip": false,
553
+ "single_word": false,
554
+ "special": false
555
+ },
556
+ "69": {
557
+ "content": "<unused62>",
558
+ "lstrip": false,
559
+ "normalized": false,
560
+ "rstrip": false,
561
+ "single_word": false,
562
+ "special": false
563
+ },
564
+ "70": {
565
+ "content": "<unused63>",
566
+ "lstrip": false,
567
+ "normalized": false,
568
+ "rstrip": false,
569
+ "single_word": false,
570
+ "special": false
571
+ },
572
+ "71": {
573
+ "content": "<unused64>",
574
+ "lstrip": false,
575
+ "normalized": false,
576
+ "rstrip": false,
577
+ "single_word": false,
578
+ "special": false
579
+ },
580
+ "72": {
581
+ "content": "<unused65>",
582
+ "lstrip": false,
583
+ "normalized": false,
584
+ "rstrip": false,
585
+ "single_word": false,
586
+ "special": false
587
+ },
588
+ "73": {
589
+ "content": "<unused66>",
590
+ "lstrip": false,
591
+ "normalized": false,
592
+ "rstrip": false,
593
+ "single_word": false,
594
+ "special": false
595
+ },
596
+ "74": {
597
+ "content": "<unused67>",
598
+ "lstrip": false,
599
+ "normalized": false,
600
+ "rstrip": false,
601
+ "single_word": false,
602
+ "special": false
603
+ },
604
+ "75": {
605
+ "content": "<unused68>",
606
+ "lstrip": false,
607
+ "normalized": false,
608
+ "rstrip": false,
609
+ "single_word": false,
610
+ "special": false
611
+ },
612
+ "76": {
613
+ "content": "<unused69>",
614
+ "lstrip": false,
615
+ "normalized": false,
616
+ "rstrip": false,
617
+ "single_word": false,
618
+ "special": false
619
+ },
620
+ "77": {
621
+ "content": "<unused70>",
622
+ "lstrip": false,
623
+ "normalized": false,
624
+ "rstrip": false,
625
+ "single_word": false,
626
+ "special": false
627
+ },
628
+ "78": {
629
+ "content": "<unused71>",
630
+ "lstrip": false,
631
+ "normalized": false,
632
+ "rstrip": false,
633
+ "single_word": false,
634
+ "special": false
635
+ },
636
+ "79": {
637
+ "content": "<unused72>",
638
+ "lstrip": false,
639
+ "normalized": false,
640
+ "rstrip": false,
641
+ "single_word": false,
642
+ "special": false
643
+ },
644
+ "80": {
645
+ "content": "<unused73>",
646
+ "lstrip": false,
647
+ "normalized": false,
648
+ "rstrip": false,
649
+ "single_word": false,
650
+ "special": false
651
+ },
652
+ "81": {
653
+ "content": "<unused74>",
654
+ "lstrip": false,
655
+ "normalized": false,
656
+ "rstrip": false,
657
+ "single_word": false,
658
+ "special": false
659
+ },
660
+ "82": {
661
+ "content": "<unused75>",
662
+ "lstrip": false,
663
+ "normalized": false,
664
+ "rstrip": false,
665
+ "single_word": false,
666
+ "special": false
667
+ },
668
+ "83": {
669
+ "content": "<unused76>",
670
+ "lstrip": false,
671
+ "normalized": false,
672
+ "rstrip": false,
673
+ "single_word": false,
674
+ "special": false
675
+ },
676
+ "84": {
677
+ "content": "<unused77>",
678
+ "lstrip": false,
679
+ "normalized": false,
680
+ "rstrip": false,
681
+ "single_word": false,
682
+ "special": false
683
+ },
684
+ "85": {
685
+ "content": "<unused78>",
686
+ "lstrip": false,
687
+ "normalized": false,
688
+ "rstrip": false,
689
+ "single_word": false,
690
+ "special": false
691
+ },
692
+ "86": {
693
+ "content": "<unused79>",
694
+ "lstrip": false,
695
+ "normalized": false,
696
+ "rstrip": false,
697
+ "single_word": false,
698
+ "special": false
699
+ },
700
+ "87": {
701
+ "content": "<unused80>",
702
+ "lstrip": false,
703
+ "normalized": false,
704
+ "rstrip": false,
705
+ "single_word": false,
706
+ "special": false
707
+ },
708
+ "88": {
709
+ "content": "<unused81>",
710
+ "lstrip": false,
711
+ "normalized": false,
712
+ "rstrip": false,
713
+ "single_word": false,
714
+ "special": false
715
+ },
716
+ "89": {
717
+ "content": "<unused82>",
718
+ "lstrip": false,
719
+ "normalized": false,
720
+ "rstrip": false,
721
+ "single_word": false,
722
+ "special": false
723
+ },
724
+ "90": {
725
+ "content": "<unused83>",
726
+ "lstrip": false,
727
+ "normalized": false,
728
+ "rstrip": false,
729
+ "single_word": false,
730
+ "special": false
731
+ },
732
+ "91": {
733
+ "content": "<unused84>",
734
+ "lstrip": false,
735
+ "normalized": false,
736
+ "rstrip": false,
737
+ "single_word": false,
738
+ "special": false
739
+ },
740
+ "92": {
741
+ "content": "<unused85>",
742
+ "lstrip": false,
743
+ "normalized": false,
744
+ "rstrip": false,
745
+ "single_word": false,
746
+ "special": false
747
+ },
748
+ "93": {
749
+ "content": "<unused86>",
750
+ "lstrip": false,
751
+ "normalized": false,
752
+ "rstrip": false,
753
+ "single_word": false,
754
+ "special": false
755
+ },
756
+ "94": {
757
+ "content": "<unused87>",
758
+ "lstrip": false,
759
+ "normalized": false,
760
+ "rstrip": false,
761
+ "single_word": false,
762
+ "special": false
763
+ },
764
+ "95": {
765
+ "content": "<unused88>",
766
+ "lstrip": false,
767
+ "normalized": false,
768
+ "rstrip": false,
769
+ "single_word": false,
770
+ "special": false
771
+ },
772
+ "96": {
773
+ "content": "<unused89>",
774
+ "lstrip": false,
775
+ "normalized": false,
776
+ "rstrip": false,
777
+ "single_word": false,
778
+ "special": false
779
+ },
780
+ "97": {
781
+ "content": "<unused90>",
782
+ "lstrip": false,
783
+ "normalized": false,
784
+ "rstrip": false,
785
+ "single_word": false,
786
+ "special": false
787
+ },
788
+ "98": {
789
+ "content": "<unused91>",
790
+ "lstrip": false,
791
+ "normalized": false,
792
+ "rstrip": false,
793
+ "single_word": false,
794
+ "special": false
795
+ },
796
+ "99": {
797
+ "content": "<unused92>",
798
+ "lstrip": false,
799
+ "normalized": false,
800
+ "rstrip": false,
801
+ "single_word": false,
802
+ "special": false
803
+ },
804
+ "100": {
805
+ "content": "<unused93>",
806
+ "lstrip": false,
807
+ "normalized": false,
808
+ "rstrip": false,
809
+ "single_word": false,
810
+ "special": false
811
+ },
812
+ "101": {
813
+ "content": "<unused94>",
814
+ "lstrip": false,
815
+ "normalized": false,
816
+ "rstrip": false,
817
+ "single_word": false,
818
+ "special": false
819
+ },
820
+ "102": {
821
+ "content": "<unused95>",
822
+ "lstrip": false,
823
+ "normalized": false,
824
+ "rstrip": false,
825
+ "single_word": false,
826
+ "special": false
827
+ },
828
+ "103": {
829
+ "content": "<unused96>",
830
+ "lstrip": false,
831
+ "normalized": false,
832
+ "rstrip": false,
833
+ "single_word": false,
834
+ "special": false
835
+ },
836
+ "104": {
837
+ "content": "<unused97>",
838
+ "lstrip": false,
839
+ "normalized": false,
840
+ "rstrip": false,
841
+ "single_word": false,
842
+ "special": false
843
+ },
844
+ "105": {
845
+ "content": "<unused98>",
846
+ "lstrip": false,
847
+ "normalized": false,
848
+ "rstrip": false,
849
+ "single_word": false,
850
+ "special": false
851
+ },
852
+ "106": {
853
+ "content": "<start_of_turn>",
854
+ "lstrip": false,
855
+ "normalized": false,
856
+ "rstrip": false,
857
+ "single_word": false,
858
+ "special": true
859
+ },
860
+ "107": {
861
+ "content": "<end_of_turn>",
862
+ "lstrip": false,
863
+ "normalized": false,
864
+ "rstrip": false,
865
+ "single_word": false,
866
+ "special": true
867
+ },
868
+ "108": {
869
+ "content": "\n",
870
+ "lstrip": false,
871
+ "normalized": false,
872
+ "rstrip": false,
873
+ "single_word": false,
874
+ "special": false
875
+ },
876
+ "109": {
877
+ "content": "\n\n",
878
+ "lstrip": false,
879
+ "normalized": false,
880
+ "rstrip": false,
881
+ "single_word": false,
882
+ "special": false
883
+ },
884
+ "110": {
885
+ "content": "\n\n\n",
886
+ "lstrip": false,
887
+ "normalized": false,
888
+ "rstrip": false,
889
+ "single_word": false,
890
+ "special": false
891
+ },
892
+ "111": {
893
+ "content": "\n\n\n\n",
894
+ "lstrip": false,
895
+ "normalized": false,
896
+ "rstrip": false,
897
+ "single_word": false,
898
+ "special": false
899
+ },
900
+ "112": {
901
+ "content": "\n\n\n\n\n",
902
+ "lstrip": false,
903
+ "normalized": false,
904
+ "rstrip": false,
905
+ "single_word": false,
906
+ "special": false
907
+ },
908
+ "113": {
909
+ "content": "\n\n\n\n\n\n",
910
+ "lstrip": false,
911
+ "normalized": false,
912
+ "rstrip": false,
913
+ "single_word": false,
914
+ "special": false
915
+ },
916
+ "114": {
917
+ "content": "\n\n\n\n\n\n\n",
918
+ "lstrip": false,
919
+ "normalized": false,
920
+ "rstrip": false,
921
+ "single_word": false,
922
+ "special": false
923
+ },
924
+ "115": {
925
+ "content": "\n\n\n\n\n\n\n\n",
926
+ "lstrip": false,
927
+ "normalized": false,
928
+ "rstrip": false,
929
+ "single_word": false,
930
+ "special": false
931
+ },
932
+ "116": {
933
+ "content": "\n\n\n\n\n\n\n\n\n",
934
+ "lstrip": false,
935
+ "normalized": false,
936
+ "rstrip": false,
937
+ "single_word": false,
938
+ "special": false
939
+ },
940
+ "117": {
941
+ "content": "\n\n\n\n\n\n\n\n\n\n",
942
+ "lstrip": false,
943
+ "normalized": false,
944
+ "rstrip": false,
945
+ "single_word": false,
946
+ "special": false
947
+ },
948
+ "118": {
949
+ "content": "\n\n\n\n\n\n\n\n\n\n\n",
950
+ "lstrip": false,
951
+ "normalized": false,
952
+ "rstrip": false,
953
+ "single_word": false,
954
+ "special": false
955
+ },
956
+ "119": {
957
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n",
958
+ "lstrip": false,
959
+ "normalized": false,
960
+ "rstrip": false,
961
+ "single_word": false,
962
+ "special": false
963
+ },
964
+ "120": {
965
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n",
966
+ "lstrip": false,
967
+ "normalized": false,
968
+ "rstrip": false,
969
+ "single_word": false,
970
+ "special": false
971
+ },
972
+ "121": {
973
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
974
+ "lstrip": false,
975
+ "normalized": false,
976
+ "rstrip": false,
977
+ "single_word": false,
978
+ "special": false
979
+ },
980
+ "122": {
981
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
982
+ "lstrip": false,
983
+ "normalized": false,
984
+ "rstrip": false,
985
+ "single_word": false,
986
+ "special": false
987
+ },
988
+ "123": {
989
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
990
+ "lstrip": false,
991
+ "normalized": false,
992
+ "rstrip": false,
993
+ "single_word": false,
994
+ "special": false
995
+ },
996
+ "124": {
997
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
998
+ "lstrip": false,
999
+ "normalized": false,
1000
+ "rstrip": false,
1001
+ "single_word": false,
1002
+ "special": false
1003
+ },
1004
+ "125": {
1005
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1006
+ "lstrip": false,
1007
+ "normalized": false,
1008
+ "rstrip": false,
1009
+ "single_word": false,
1010
+ "special": false
1011
+ },
1012
+ "126": {
1013
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1014
+ "lstrip": false,
1015
+ "normalized": false,
1016
+ "rstrip": false,
1017
+ "single_word": false,
1018
+ "special": false
1019
+ },
1020
+ "127": {
1021
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1022
+ "lstrip": false,
1023
+ "normalized": false,
1024
+ "rstrip": false,
1025
+ "single_word": false,
1026
+ "special": false
1027
+ },
1028
+ "128": {
1029
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1030
+ "lstrip": false,
1031
+ "normalized": false,
1032
+ "rstrip": false,
1033
+ "single_word": false,
1034
+ "special": false
1035
+ },
1036
+ "129": {
1037
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1038
+ "lstrip": false,
1039
+ "normalized": false,
1040
+ "rstrip": false,
1041
+ "single_word": false,
1042
+ "special": false
1043
+ },
1044
+ "130": {
1045
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1046
+ "lstrip": false,
1047
+ "normalized": false,
1048
+ "rstrip": false,
1049
+ "single_word": false,
1050
+ "special": false
1051
+ },
1052
+ "131": {
1053
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1054
+ "lstrip": false,
1055
+ "normalized": false,
1056
+ "rstrip": false,
1057
+ "single_word": false,
1058
+ "special": false
1059
+ },
1060
+ "132": {
1061
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1062
+ "lstrip": false,
1063
+ "normalized": false,
1064
+ "rstrip": false,
1065
+ "single_word": false,
1066
+ "special": false
1067
+ },
1068
+ "133": {
1069
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1070
+ "lstrip": false,
1071
+ "normalized": false,
1072
+ "rstrip": false,
1073
+ "single_word": false,
1074
+ "special": false
1075
+ },
1076
+ "134": {
1077
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1078
+ "lstrip": false,
1079
+ "normalized": false,
1080
+ "rstrip": false,
1081
+ "single_word": false,
1082
+ "special": false
1083
+ },
1084
+ "135": {
1085
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1086
+ "lstrip": false,
1087
+ "normalized": false,
1088
+ "rstrip": false,
1089
+ "single_word": false,
1090
+ "special": false
1091
+ },
1092
+ "136": {
1093
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1094
+ "lstrip": false,
1095
+ "normalized": false,
1096
+ "rstrip": false,
1097
+ "single_word": false,
1098
+ "special": false
1099
+ },
1100
+ "137": {
1101
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1102
+ "lstrip": false,
1103
+ "normalized": false,
1104
+ "rstrip": false,
1105
+ "single_word": false,
1106
+ "special": false
1107
+ },
1108
+ "138": {
1109
+ "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
1110
+ "lstrip": false,
1111
+ "normalized": false,
1112
+ "rstrip": false,
1113
+ "single_word": false,
1114
+ "special": false
1115
+ },
1116
+ "139": {
1117
+ "content": "▁▁",
1118
+ "lstrip": false,
1119
+ "normalized": false,
1120
+ "rstrip": false,
1121
+ "single_word": false,
1122
+ "special": false
1123
+ },
1124
+ "140": {
1125
+ "content": "▁▁▁",
1126
+ "lstrip": false,
1127
+ "normalized": false,
1128
+ "rstrip": false,
1129
+ "single_word": false,
1130
+ "special": false
1131
+ },
1132
+ "141": {
1133
+ "content": "▁▁▁▁",
1134
+ "lstrip": false,
1135
+ "normalized": false,
1136
+ "rstrip": false,
1137
+ "single_word": false,
1138
+ "special": false
1139
+ },
1140
+ "142": {
1141
+ "content": "▁▁▁▁▁",
1142
+ "lstrip": false,
1143
+ "normalized": false,
1144
+ "rstrip": false,
1145
+ "single_word": false,
1146
+ "special": false
1147
+ },
1148
+ "143": {
1149
+ "content": "▁▁▁▁▁▁",
1150
+ "lstrip": false,
1151
+ "normalized": false,
1152
+ "rstrip": false,
1153
+ "single_word": false,
1154
+ "special": false
1155
+ },
1156
+ "144": {
1157
+ "content": "▁▁▁▁▁▁▁",
1158
+ "lstrip": false,
1159
+ "normalized": false,
1160
+ "rstrip": false,
1161
+ "single_word": false,
1162
+ "special": false
1163
+ },
1164
+ "145": {
1165
+ "content": "▁▁▁▁▁▁▁▁",
1166
+ "lstrip": false,
1167
+ "normalized": false,
1168
+ "rstrip": false,
1169
+ "single_word": false,
1170
+ "special": false
1171
+ },
1172
+ "146": {
1173
+ "content": "▁▁▁▁▁▁▁▁▁",
1174
+ "lstrip": false,
1175
+ "normalized": false,
1176
+ "rstrip": false,
1177
+ "single_word": false,
1178
+ "special": false
1179
+ },
1180
+ "147": {
1181
+ "content": "▁▁▁▁▁▁▁▁▁▁",
1182
+ "lstrip": false,
1183
+ "normalized": false,
1184
+ "rstrip": false,
1185
+ "single_word": false,
1186
+ "special": false
1187
+ },
1188
+ "148": {
1189
+ "content": "▁▁▁▁▁▁▁▁▁▁▁",
1190
+ "lstrip": false,
1191
+ "normalized": false,
1192
+ "rstrip": false,
1193
+ "single_word": false,
1194
+ "special": false
1195
+ },
1196
+ "149": {
1197
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁",
1198
+ "lstrip": false,
1199
+ "normalized": false,
1200
+ "rstrip": false,
1201
+ "single_word": false,
1202
+ "special": false
1203
+ },
1204
+ "150": {
1205
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁",
1206
+ "lstrip": false,
1207
+ "normalized": false,
1208
+ "rstrip": false,
1209
+ "single_word": false,
1210
+ "special": false
1211
+ },
1212
+ "151": {
1213
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1214
+ "lstrip": false,
1215
+ "normalized": false,
1216
+ "rstrip": false,
1217
+ "single_word": false,
1218
+ "special": false
1219
+ },
1220
+ "152": {
1221
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1222
+ "lstrip": false,
1223
+ "normalized": false,
1224
+ "rstrip": false,
1225
+ "single_word": false,
1226
+ "special": false
1227
+ },
1228
+ "153": {
1229
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1230
+ "lstrip": false,
1231
+ "normalized": false,
1232
+ "rstrip": false,
1233
+ "single_word": false,
1234
+ "special": false
1235
+ },
1236
+ "154": {
1237
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1238
+ "lstrip": false,
1239
+ "normalized": false,
1240
+ "rstrip": false,
1241
+ "single_word": false,
1242
+ "special": false
1243
+ },
1244
+ "155": {
1245
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1246
+ "lstrip": false,
1247
+ "normalized": false,
1248
+ "rstrip": false,
1249
+ "single_word": false,
1250
+ "special": false
1251
+ },
1252
+ "156": {
1253
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1254
+ "lstrip": false,
1255
+ "normalized": false,
1256
+ "rstrip": false,
1257
+ "single_word": false,
1258
+ "special": false
1259
+ },
1260
+ "157": {
1261
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1262
+ "lstrip": false,
1263
+ "normalized": false,
1264
+ "rstrip": false,
1265
+ "single_word": false,
1266
+ "special": false
1267
+ },
1268
+ "158": {
1269
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1270
+ "lstrip": false,
1271
+ "normalized": false,
1272
+ "rstrip": false,
1273
+ "single_word": false,
1274
+ "special": false
1275
+ },
1276
+ "159": {
1277
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1278
+ "lstrip": false,
1279
+ "normalized": false,
1280
+ "rstrip": false,
1281
+ "single_word": false,
1282
+ "special": false
1283
+ },
1284
+ "160": {
1285
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1286
+ "lstrip": false,
1287
+ "normalized": false,
1288
+ "rstrip": false,
1289
+ "single_word": false,
1290
+ "special": false
1291
+ },
1292
+ "161": {
1293
+ "content": "▁▁▁���▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1294
+ "lstrip": false,
1295
+ "normalized": false,
1296
+ "rstrip": false,
1297
+ "single_word": false,
1298
+ "special": false
1299
+ },
1300
+ "162": {
1301
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1302
+ "lstrip": false,
1303
+ "normalized": false,
1304
+ "rstrip": false,
1305
+ "single_word": false,
1306
+ "special": false
1307
+ },
1308
+ "163": {
1309
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1310
+ "lstrip": false,
1311
+ "normalized": false,
1312
+ "rstrip": false,
1313
+ "single_word": false,
1314
+ "special": false
1315
+ },
1316
+ "164": {
1317
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1318
+ "lstrip": false,
1319
+ "normalized": false,
1320
+ "rstrip": false,
1321
+ "single_word": false,
1322
+ "special": false
1323
+ },
1324
+ "165": {
1325
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1326
+ "lstrip": false,
1327
+ "normalized": false,
1328
+ "rstrip": false,
1329
+ "single_word": false,
1330
+ "special": false
1331
+ },
1332
+ "166": {
1333
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1334
+ "lstrip": false,
1335
+ "normalized": false,
1336
+ "rstrip": false,
1337
+ "single_word": false,
1338
+ "special": false
1339
+ },
1340
+ "167": {
1341
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1342
+ "lstrip": false,
1343
+ "normalized": false,
1344
+ "rstrip": false,
1345
+ "single_word": false,
1346
+ "special": false
1347
+ },
1348
+ "168": {
1349
+ "content": "▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁",
1350
+ "lstrip": false,
1351
+ "normalized": false,
1352
+ "rstrip": false,
1353
+ "single_word": false,
1354
+ "special": false
1355
+ },
1356
+ "169": {
1357
+ "content": "<table>",
1358
+ "lstrip": false,
1359
+ "normalized": false,
1360
+ "rstrip": false,
1361
+ "single_word": false,
1362
+ "special": false
1363
+ },
1364
+ "170": {
1365
+ "content": "<caption>",
1366
+ "lstrip": false,
1367
+ "normalized": false,
1368
+ "rstrip": false,
1369
+ "single_word": false,
1370
+ "special": false
1371
+ },
1372
+ "171": {
1373
+ "content": "<thead>",
1374
+ "lstrip": false,
1375
+ "normalized": false,
1376
+ "rstrip": false,
1377
+ "single_word": false,
1378
+ "special": false
1379
+ },
1380
+ "172": {
1381
+ "content": "<tbody>",
1382
+ "lstrip": false,
1383
+ "normalized": false,
1384
+ "rstrip": false,
1385
+ "single_word": false,
1386
+ "special": false
1387
+ },
1388
+ "173": {
1389
+ "content": "<tfoot>",
1390
+ "lstrip": false,
1391
+ "normalized": false,
1392
+ "rstrip": false,
1393
+ "single_word": false,
1394
+ "special": false
1395
+ },
1396
+ "174": {
1397
+ "content": "<tr>",
1398
+ "lstrip": false,
1399
+ "normalized": false,
1400
+ "rstrip": false,
1401
+ "single_word": false,
1402
+ "special": false
1403
+ },
1404
+ "175": {
1405
+ "content": "<th>",
1406
+ "lstrip": false,
1407
+ "normalized": false,
1408
+ "rstrip": false,
1409
+ "single_word": false,
1410
+ "special": false
1411
+ },
1412
+ "176": {
1413
+ "content": "<td>",
1414
+ "lstrip": false,
1415
+ "normalized": false,
1416
+ "rstrip": false,
1417
+ "single_word": false,
1418
+ "special": false
1419
+ },
1420
+ "177": {
1421
+ "content": "</table>",
1422
+ "lstrip": false,
1423
+ "normalized": false,
1424
+ "rstrip": false,
1425
+ "single_word": false,
1426
+ "special": false
1427
+ },
1428
+ "178": {
1429
+ "content": "</caption>",
1430
+ "lstrip": false,
1431
+ "normalized": false,
1432
+ "rstrip": false,
1433
+ "single_word": false,
1434
+ "special": false
1435
+ },
1436
+ "179": {
1437
+ "content": "</thead>",
1438
+ "lstrip": false,
1439
+ "normalized": false,
1440
+ "rstrip": false,
1441
+ "single_word": false,
1442
+ "special": false
1443
+ },
1444
+ "180": {
1445
+ "content": "</tbody>",
1446
+ "lstrip": false,
1447
+ "normalized": false,
1448
+ "rstrip": false,
1449
+ "single_word": false,
1450
+ "special": false
1451
+ },
1452
+ "181": {
1453
+ "content": "</tfoot>",
1454
+ "lstrip": false,
1455
+ "normalized": false,
1456
+ "rstrip": false,
1457
+ "single_word": false,
1458
+ "special": false
1459
+ },
1460
+ "182": {
1461
+ "content": "</tr>",
1462
+ "lstrip": false,
1463
+ "normalized": false,
1464
+ "rstrip": false,
1465
+ "single_word": false,
1466
+ "special": false
1467
+ },
1468
+ "183": {
1469
+ "content": "</th>",
1470
+ "lstrip": false,
1471
+ "normalized": false,
1472
+ "rstrip": false,
1473
+ "single_word": false,
1474
+ "special": false
1475
+ },
1476
+ "184": {
1477
+ "content": "</td>",
1478
+ "lstrip": false,
1479
+ "normalized": false,
1480
+ "rstrip": false,
1481
+ "single_word": false,
1482
+ "special": false
1483
+ },
1484
+ "185": {
1485
+ "content": "<h1>",
1486
+ "lstrip": false,
1487
+ "normalized": false,
1488
+ "rstrip": false,
1489
+ "single_word": false,
1490
+ "special": false
1491
+ },
1492
+ "186": {
1493
+ "content": "<h2>",
1494
+ "lstrip": false,
1495
+ "normalized": false,
1496
+ "rstrip": false,
1497
+ "single_word": false,
1498
+ "special": false
1499
+ },
1500
+ "187": {
1501
+ "content": "<h3>",
1502
+ "lstrip": false,
1503
+ "normalized": false,
1504
+ "rstrip": false,
1505
+ "single_word": false,
1506
+ "special": false
1507
+ },
1508
+ "188": {
1509
+ "content": "<h4>",
1510
+ "lstrip": false,
1511
+ "normalized": false,
1512
+ "rstrip": false,
1513
+ "single_word": false,
1514
+ "special": false
1515
+ },
1516
+ "189": {
1517
+ "content": "<h5>",
1518
+ "lstrip": false,
1519
+ "normalized": false,
1520
+ "rstrip": false,
1521
+ "single_word": false,
1522
+ "special": false
1523
+ },
1524
+ "190": {
1525
+ "content": "<h6>",
1526
+ "lstrip": false,
1527
+ "normalized": false,
1528
+ "rstrip": false,
1529
+ "single_word": false,
1530
+ "special": false
1531
+ },
1532
+ "191": {
1533
+ "content": "<blockquote>",
1534
+ "lstrip": false,
1535
+ "normalized": false,
1536
+ "rstrip": false,
1537
+ "single_word": false,
1538
+ "special": false
1539
+ },
1540
+ "192": {
1541
+ "content": "</h1>",
1542
+ "lstrip": false,
1543
+ "normalized": false,
1544
+ "rstrip": false,
1545
+ "single_word": false,
1546
+ "special": false
1547
+ },
1548
+ "193": {
1549
+ "content": "</h2>",
1550
+ "lstrip": false,
1551
+ "normalized": false,
1552
+ "rstrip": false,
1553
+ "single_word": false,
1554
+ "special": false
1555
+ },
1556
+ "194": {
1557
+ "content": "</h3>",
1558
+ "lstrip": false,
1559
+ "normalized": false,
1560
+ "rstrip": false,
1561
+ "single_word": false,
1562
+ "special": false
1563
+ },
1564
+ "195": {
1565
+ "content": "</h4>",
1566
+ "lstrip": false,
1567
+ "normalized": false,
1568
+ "rstrip": false,
1569
+ "single_word": false,
1570
+ "special": false
1571
+ },
1572
+ "196": {
1573
+ "content": "</h5>",
1574
+ "lstrip": false,
1575
+ "normalized": false,
1576
+ "rstrip": false,
1577
+ "single_word": false,
1578
+ "special": false
1579
+ },
1580
+ "197": {
1581
+ "content": "</h6>",
1582
+ "lstrip": false,
1583
+ "normalized": false,
1584
+ "rstrip": false,
1585
+ "single_word": false,
1586
+ "special": false
1587
+ },
1588
+ "198": {
1589
+ "content": "</blockquote>",
1590
+ "lstrip": false,
1591
+ "normalized": false,
1592
+ "rstrip": false,
1593
+ "single_word": false,
1594
+ "special": false
1595
+ },
1596
+ "199": {
1597
+ "content": "<strong>",
1598
+ "lstrip": false,
1599
+ "normalized": false,
1600
+ "rstrip": false,
1601
+ "single_word": false,
1602
+ "special": false
1603
+ },
1604
+ "200": {
1605
+ "content": "<em>",
1606
+ "lstrip": false,
1607
+ "normalized": false,
1608
+ "rstrip": false,
1609
+ "single_word": false,
1610
+ "special": false
1611
+ },
1612
+ "201": {
1613
+ "content": "<b>",
1614
+ "lstrip": false,
1615
+ "normalized": false,
1616
+ "rstrip": false,
1617
+ "single_word": false,
1618
+ "special": false
1619
+ },
1620
+ "202": {
1621
+ "content": "<i>",
1622
+ "lstrip": false,
1623
+ "normalized": false,
1624
+ "rstrip": false,
1625
+ "single_word": false,
1626
+ "special": false
1627
+ },
1628
+ "203": {
1629
+ "content": "<u>",
1630
+ "lstrip": false,
1631
+ "normalized": false,
1632
+ "rstrip": false,
1633
+ "single_word": false,
1634
+ "special": false
1635
+ },
1636
+ "204": {
1637
+ "content": "<s>",
1638
+ "lstrip": false,
1639
+ "normalized": false,
1640
+ "rstrip": false,
1641
+ "single_word": false,
1642
+ "special": false
1643
+ },
1644
+ "205": {
1645
+ "content": "<sub>",
1646
+ "lstrip": false,
1647
+ "normalized": false,
1648
+ "rstrip": false,
1649
+ "single_word": false,
1650
+ "special": false
1651
+ },
1652
+ "206": {
1653
+ "content": "<sup>",
1654
+ "lstrip": false,
1655
+ "normalized": false,
1656
+ "rstrip": false,
1657
+ "single_word": false,
1658
+ "special": false
1659
+ },
1660
+ "207": {
1661
+ "content": "<code>",
1662
+ "lstrip": false,
1663
+ "normalized": false,
1664
+ "rstrip": false,
1665
+ "single_word": false,
1666
+ "special": false
1667
+ },
1668
+ "208": {
1669
+ "content": "</strong>",
1670
+ "lstrip": false,
1671
+ "normalized": false,
1672
+ "rstrip": false,
1673
+ "single_word": false,
1674
+ "special": false
1675
+ },
1676
+ "209": {
1677
+ "content": "</em>",
1678
+ "lstrip": false,
1679
+ "normalized": false,
1680
+ "rstrip": false,
1681
+ "single_word": false,
1682
+ "special": false
1683
+ },
1684
+ "210": {
1685
+ "content": "</b>",
1686
+ "lstrip": false,
1687
+ "normalized": false,
1688
+ "rstrip": false,
1689
+ "single_word": false,
1690
+ "special": false
1691
+ },
1692
+ "211": {
1693
+ "content": "</i>",
1694
+ "lstrip": false,
1695
+ "normalized": false,
1696
+ "rstrip": false,
1697
+ "single_word": false,
1698
+ "special": false
1699
+ },
1700
+ "212": {
1701
+ "content": "</u>",
1702
+ "lstrip": false,
1703
+ "normalized": false,
1704
+ "rstrip": false,
1705
+ "single_word": false,
1706
+ "special": false
1707
+ },
1708
+ "213": {
1709
+ "content": "</s>",
1710
+ "lstrip": false,
1711
+ "normalized": false,
1712
+ "rstrip": false,
1713
+ "single_word": false,
1714
+ "special": false
1715
+ },
1716
+ "214": {
1717
+ "content": "</sub>",
1718
+ "lstrip": false,
1719
+ "normalized": false,
1720
+ "rstrip": false,
1721
+ "single_word": false,
1722
+ "special": false
1723
+ },
1724
+ "215": {
1725
+ "content": "</sup>",
1726
+ "lstrip": false,
1727
+ "normalized": false,
1728
+ "rstrip": false,
1729
+ "single_word": false,
1730
+ "special": false
1731
+ },
1732
+ "216": {
1733
+ "content": "</code>",
1734
+ "lstrip": false,
1735
+ "normalized": false,
1736
+ "rstrip": false,
1737
+ "single_word": false,
1738
+ "special": false
1739
+ },
1740
+ "255968": {
1741
+ "content": "[toxicity=0]",
1742
+ "lstrip": false,
1743
+ "normalized": false,
1744
+ "rstrip": false,
1745
+ "single_word": false,
1746
+ "special": false
1747
+ },
1748
+ "255969": {
1749
+ "content": "\t\t",
1750
+ "lstrip": false,
1751
+ "normalized": false,
1752
+ "rstrip": false,
1753
+ "single_word": false,
1754
+ "special": false
1755
+ },
1756
+ "255970": {
1757
+ "content": "\t\t\t",
1758
+ "lstrip": false,
1759
+ "normalized": false,
1760
+ "rstrip": false,
1761
+ "single_word": false,
1762
+ "special": false
1763
+ },
1764
+ "255971": {
1765
+ "content": "\t\t\t\t",
1766
+ "lstrip": false,
1767
+ "normalized": false,
1768
+ "rstrip": false,
1769
+ "single_word": false,
1770
+ "special": false
1771
+ },
1772
+ "255972": {
1773
+ "content": "\t\t\t\t\t",
1774
+ "lstrip": false,
1775
+ "normalized": false,
1776
+ "rstrip": false,
1777
+ "single_word": false,
1778
+ "special": false
1779
+ },
1780
+ "255973": {
1781
+ "content": "\t\t\t\t\t\t",
1782
+ "lstrip": false,
1783
+ "normalized": false,
1784
+ "rstrip": false,
1785
+ "single_word": false,
1786
+ "special": false
1787
+ },
1788
+ "255974": {
1789
+ "content": "\t\t\t\t\t\t\t",
1790
+ "lstrip": false,
1791
+ "normalized": false,
1792
+ "rstrip": false,
1793
+ "single_word": false,
1794
+ "special": false
1795
+ },
1796
+ "255975": {
1797
+ "content": "\t\t\t\t\t\t\t\t",
1798
+ "lstrip": false,
1799
+ "normalized": false,
1800
+ "rstrip": false,
1801
+ "single_word": false,
1802
+ "special": false
1803
+ },
1804
+ "255976": {
1805
+ "content": "\t\t\t\t\t\t\t\t\t",
1806
+ "lstrip": false,
1807
+ "normalized": false,
1808
+ "rstrip": false,
1809
+ "single_word": false,
1810
+ "special": false
1811
+ },
1812
+ "255977": {
1813
+ "content": "\t\t\t\t\t\t\t\t\t\t",
1814
+ "lstrip": false,
1815
+ "normalized": false,
1816
+ "rstrip": false,
1817
+ "single_word": false,
1818
+ "special": false
1819
+ },
1820
+ "255978": {
1821
+ "content": "\t\t\t\t\t\t\t\t\t\t\t",
1822
+ "lstrip": false,
1823
+ "normalized": false,
1824
+ "rstrip": false,
1825
+ "single_word": false,
1826
+ "special": false
1827
+ },
1828
+ "255979": {
1829
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t",
1830
+ "lstrip": false,
1831
+ "normalized": false,
1832
+ "rstrip": false,
1833
+ "single_word": false,
1834
+ "special": false
1835
+ },
1836
+ "255980": {
1837
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t",
1838
+ "lstrip": false,
1839
+ "normalized": false,
1840
+ "rstrip": false,
1841
+ "single_word": false,
1842
+ "special": false
1843
+ },
1844
+ "255981": {
1845
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1846
+ "lstrip": false,
1847
+ "normalized": false,
1848
+ "rstrip": false,
1849
+ "single_word": false,
1850
+ "special": false
1851
+ },
1852
+ "255982": {
1853
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1854
+ "lstrip": false,
1855
+ "normalized": false,
1856
+ "rstrip": false,
1857
+ "single_word": false,
1858
+ "special": false
1859
+ },
1860
+ "255983": {
1861
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1862
+ "lstrip": false,
1863
+ "normalized": false,
1864
+ "rstrip": false,
1865
+ "single_word": false,
1866
+ "special": false
1867
+ },
1868
+ "255984": {
1869
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1870
+ "lstrip": false,
1871
+ "normalized": false,
1872
+ "rstrip": false,
1873
+ "single_word": false,
1874
+ "special": false
1875
+ },
1876
+ "255985": {
1877
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1878
+ "lstrip": false,
1879
+ "normalized": false,
1880
+ "rstrip": false,
1881
+ "single_word": false,
1882
+ "special": false
1883
+ },
1884
+ "255986": {
1885
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1886
+ "lstrip": false,
1887
+ "normalized": false,
1888
+ "rstrip": false,
1889
+ "single_word": false,
1890
+ "special": false
1891
+ },
1892
+ "255987": {
1893
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1894
+ "lstrip": false,
1895
+ "normalized": false,
1896
+ "rstrip": false,
1897
+ "single_word": false,
1898
+ "special": false
1899
+ },
1900
+ "255988": {
1901
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1902
+ "lstrip": false,
1903
+ "normalized": false,
1904
+ "rstrip": false,
1905
+ "single_word": false,
1906
+ "special": false
1907
+ },
1908
+ "255989": {
1909
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1910
+ "lstrip": false,
1911
+ "normalized": false,
1912
+ "rstrip": false,
1913
+ "single_word": false,
1914
+ "special": false
1915
+ },
1916
+ "255990": {
1917
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1918
+ "lstrip": false,
1919
+ "normalized": false,
1920
+ "rstrip": false,
1921
+ "single_word": false,
1922
+ "special": false
1923
+ },
1924
+ "255991": {
1925
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1926
+ "lstrip": false,
1927
+ "normalized": false,
1928
+ "rstrip": false,
1929
+ "single_word": false,
1930
+ "special": false
1931
+ },
1932
+ "255992": {
1933
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1934
+ "lstrip": false,
1935
+ "normalized": false,
1936
+ "rstrip": false,
1937
+ "single_word": false,
1938
+ "special": false
1939
+ },
1940
+ "255993": {
1941
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1942
+ "lstrip": false,
1943
+ "normalized": false,
1944
+ "rstrip": false,
1945
+ "single_word": false,
1946
+ "special": false
1947
+ },
1948
+ "255994": {
1949
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1950
+ "lstrip": false,
1951
+ "normalized": false,
1952
+ "rstrip": false,
1953
+ "single_word": false,
1954
+ "special": false
1955
+ },
1956
+ "255995": {
1957
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1958
+ "lstrip": false,
1959
+ "normalized": false,
1960
+ "rstrip": false,
1961
+ "single_word": false,
1962
+ "special": false
1963
+ },
1964
+ "255996": {
1965
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1966
+ "lstrip": false,
1967
+ "normalized": false,
1968
+ "rstrip": false,
1969
+ "single_word": false,
1970
+ "special": false
1971
+ },
1972
+ "255997": {
1973
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1974
+ "lstrip": false,
1975
+ "normalized": false,
1976
+ "rstrip": false,
1977
+ "single_word": false,
1978
+ "special": false
1979
+ },
1980
+ "255998": {
1981
+ "content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
1982
+ "lstrip": false,
1983
+ "normalized": false,
1984
+ "rstrip": false,
1985
+ "single_word": false,
1986
+ "special": false
1987
+ },
1988
+ "255999": {
1989
+ "content": "<unused99>",
1990
+ "lstrip": false,
1991
+ "normalized": false,
1992
+ "rstrip": false,
1993
+ "single_word": false,
1994
+ "special": false
1995
+ }
1996
+ },
1997
+ "additional_special_tokens": [
1998
+ "<start_of_turn>",
1999
+ "<end_of_turn>"
2000
+ ],
2001
+ "bos_token": "<bos>",
2002
+ "clean_up_tokenization_spaces": false,
2003
+ "cls_token": "<bos>",
2004
+ "eos_token": "<eos>",
2005
+ "extra_special_tokens": {},
2006
+ "mask_token": "<mask>",
2007
+ "model_input_names": [
2008
+ "input_ids",
2009
+ "attention_mask"
2010
+ ],
2011
+ "model_max_length": 8192,
2012
+ "pad_token": "<pad>",
2013
+ "padding_side": "right",
2014
+ "sep_token": "<eos>",
2015
+ "spaces_between_special_tokens": false,
2016
+ "tokenizer_class": "PreTrainedTokenizerFast",
2017
+ "unk_token": "<unk>"
2018
+ }
checkpoint-3400/trainer_state.json ADDED
@@ -0,0 +1,1344 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 3400,
3
+ "best_metric": 0.8727810650887574,
4
+ "best_model_checkpoint": "/workspace/prompt_injection/PromptInjection-Encoder-v1/checkpoint-3400",
5
+ "epoch": 10.0,
6
+ "eval_steps": 500,
7
+ "global_step": 3400,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.058823529411764705,
14
+ "grad_norm": 274.7091064453125,
15
+ "learning_rate": 2.2352941176470592e-06,
16
+ "loss": 3.459,
17
+ "step": 20
18
+ },
19
+ {
20
+ "epoch": 0.11764705882352941,
21
+ "grad_norm": 108.86539459228516,
22
+ "learning_rate": 4.588235294117647e-06,
23
+ "loss": 2.4435,
24
+ "step": 40
25
+ },
26
+ {
27
+ "epoch": 0.17647058823529413,
28
+ "grad_norm": 77.61875915527344,
29
+ "learning_rate": 6.941176470588236e-06,
30
+ "loss": 2.5914,
31
+ "step": 60
32
+ },
33
+ {
34
+ "epoch": 0.23529411764705882,
35
+ "grad_norm": 105.78910827636719,
36
+ "learning_rate": 9.294117647058824e-06,
37
+ "loss": 2.5148,
38
+ "step": 80
39
+ },
40
+ {
41
+ "epoch": 0.29411764705882354,
42
+ "grad_norm": 135.87582397460938,
43
+ "learning_rate": 1.1647058823529413e-05,
44
+ "loss": 2.2651,
45
+ "step": 100
46
+ },
47
+ {
48
+ "epoch": 0.35294117647058826,
49
+ "grad_norm": 85.05825805664062,
50
+ "learning_rate": 1.4e-05,
51
+ "loss": 2.7413,
52
+ "step": 120
53
+ },
54
+ {
55
+ "epoch": 0.4117647058823529,
56
+ "grad_norm": 457.58258056640625,
57
+ "learning_rate": 1.635294117647059e-05,
58
+ "loss": 2.3787,
59
+ "step": 140
60
+ },
61
+ {
62
+ "epoch": 0.47058823529411764,
63
+ "grad_norm": 25.01191520690918,
64
+ "learning_rate": 1.8705882352941178e-05,
65
+ "loss": 2.5861,
66
+ "step": 160
67
+ },
68
+ {
69
+ "epoch": 0.5294117647058824,
70
+ "grad_norm": 24.678672790527344,
71
+ "learning_rate": 1.999961686930209e-05,
72
+ "loss": 2.5413,
73
+ "step": 180
74
+ },
75
+ {
76
+ "epoch": 0.5882352941176471,
77
+ "grad_norm": 162.59817504882812,
78
+ "learning_rate": 1.9996022301081815e-05,
79
+ "loss": 2.2575,
80
+ "step": 200
81
+ },
82
+ {
83
+ "epoch": 0.6470588235294118,
84
+ "grad_norm": 18.43340492248535,
85
+ "learning_rate": 1.9988645326254262e-05,
86
+ "loss": 2.6547,
87
+ "step": 220
88
+ },
89
+ {
90
+ "epoch": 0.7058823529411765,
91
+ "grad_norm": 296.99285888671875,
92
+ "learning_rate": 1.99774887362016e-05,
93
+ "loss": 2.3669,
94
+ "step": 240
95
+ },
96
+ {
97
+ "epoch": 0.7647058823529411,
98
+ "grad_norm": 32.89731216430664,
99
+ "learning_rate": 1.996255675247903e-05,
100
+ "loss": 2.5377,
101
+ "step": 260
102
+ },
103
+ {
104
+ "epoch": 0.8235294117647058,
105
+ "grad_norm": 98.75566864013672,
106
+ "learning_rate": 1.994385502521738e-05,
107
+ "loss": 2.4935,
108
+ "step": 280
109
+ },
110
+ {
111
+ "epoch": 0.8823529411764706,
112
+ "grad_norm": 44.87244415283203,
113
+ "learning_rate": 1.9921390630985188e-05,
114
+ "loss": 2.2976,
115
+ "step": 300
116
+ },
117
+ {
118
+ "epoch": 0.9411764705882353,
119
+ "grad_norm": 103.65204620361328,
120
+ "learning_rate": 1.989517207011094e-05,
121
+ "loss": 2.6023,
122
+ "step": 320
123
+ },
124
+ {
125
+ "epoch": 1.0,
126
+ "grad_norm": 44.74508285522461,
127
+ "learning_rate": 1.9865209263466646e-05,
128
+ "loss": 2.2283,
129
+ "step": 340
130
+ },
131
+ {
132
+ "epoch": 1.0,
133
+ "eval_category_set_accuracy": 0.0016556291390728477,
134
+ "eval_is_valid_accuracy": 0.9205298013245033,
135
+ "eval_loss": 1.2705473899841309,
136
+ "eval_macro_f1": 0.08244367289654189,
137
+ "eval_micro_f1": 0.19120135363790186,
138
+ "eval_runtime": 6.5143,
139
+ "eval_samples_per_second": 92.719,
140
+ "eval_steps_per_second": 11.667,
141
+ "step": 340
142
+ },
143
+ {
144
+ "epoch": 1.0588235294117647,
145
+ "grad_norm": 58.33250427246094,
146
+ "learning_rate": 1.9831513548713873e-05,
147
+ "loss": 2.6926,
148
+ "step": 360
149
+ },
150
+ {
151
+ "epoch": 1.1176470588235294,
152
+ "grad_norm": 37.807525634765625,
153
+ "learning_rate": 1.979409767601366e-05,
154
+ "loss": 2.2692,
155
+ "step": 380
156
+ },
157
+ {
158
+ "epoch": 1.1764705882352942,
159
+ "grad_norm": 8.807598114013672,
160
+ "learning_rate": 1.975297580320198e-05,
161
+ "loss": 2.4818,
162
+ "step": 400
163
+ },
164
+ {
165
+ "epoch": 1.2352941176470589,
166
+ "grad_norm": 12.675949096679688,
167
+ "learning_rate": 1.9708163490432538e-05,
168
+ "loss": 2.4905,
169
+ "step": 420
170
+ },
171
+ {
172
+ "epoch": 1.2941176470588236,
173
+ "grad_norm": 22.811399459838867,
174
+ "learning_rate": 1.965967769428894e-05,
175
+ "loss": 2.1779,
176
+ "step": 440
177
+ },
178
+ {
179
+ "epoch": 1.3529411764705883,
180
+ "grad_norm": 10.360821723937988,
181
+ "learning_rate": 1.9607536761368484e-05,
182
+ "loss": 2.6862,
183
+ "step": 460
184
+ },
185
+ {
186
+ "epoch": 1.4117647058823528,
187
+ "grad_norm": 15.773951530456543,
188
+ "learning_rate": 1.955176042133995e-05,
189
+ "loss": 2.3403,
190
+ "step": 480
191
+ },
192
+ {
193
+ "epoch": 1.4705882352941178,
194
+ "grad_norm": 9.679503440856934,
195
+ "learning_rate": 1.9492369779478094e-05,
196
+ "loss": 2.5109,
197
+ "step": 500
198
+ },
199
+ {
200
+ "epoch": 1.5294117647058822,
201
+ "grad_norm": 8.576213836669922,
202
+ "learning_rate": 1.942938730867757e-05,
203
+ "loss": 2.436,
204
+ "step": 520
205
+ },
206
+ {
207
+ "epoch": 1.5882352941176472,
208
+ "grad_norm": 62.79487991333008,
209
+ "learning_rate": 1.936283684094941e-05,
210
+ "loss": 2.1687,
211
+ "step": 540
212
+ },
213
+ {
214
+ "epoch": 1.6470588235294117,
215
+ "grad_norm": 14.385936737060547,
216
+ "learning_rate": 1.9292743558403177e-05,
217
+ "loss": 2.744,
218
+ "step": 560
219
+ },
220
+ {
221
+ "epoch": 1.7058823529411766,
222
+ "grad_norm": 24.6029052734375,
223
+ "learning_rate": 1.9219133983718302e-05,
224
+ "loss": 2.2979,
225
+ "step": 580
226
+ },
227
+ {
228
+ "epoch": 1.7647058823529411,
229
+ "grad_norm": 73.46720886230469,
230
+ "learning_rate": 1.914203597010812e-05,
231
+ "loss": 2.5173,
232
+ "step": 600
233
+ },
234
+ {
235
+ "epoch": 1.8235294117647058,
236
+ "grad_norm": 12.775439262390137,
237
+ "learning_rate": 1.9061478690780454e-05,
238
+ "loss": 2.4121,
239
+ "step": 620
240
+ },
241
+ {
242
+ "epoch": 1.8823529411764706,
243
+ "grad_norm": 120.81495666503906,
244
+ "learning_rate": 1.8977492627898765e-05,
245
+ "loss": 2.1293,
246
+ "step": 640
247
+ },
248
+ {
249
+ "epoch": 1.9411764705882353,
250
+ "grad_norm": 13.18549633026123,
251
+ "learning_rate": 1.889010956104792e-05,
252
+ "loss": 2.5356,
253
+ "step": 660
254
+ },
255
+ {
256
+ "epoch": 2.0,
257
+ "grad_norm": 34.73883056640625,
258
+ "learning_rate": 1.8799362555209122e-05,
259
+ "loss": 2.0315,
260
+ "step": 680
261
+ },
262
+ {
263
+ "epoch": 2.0,
264
+ "eval_category_set_accuracy": 0.08609271523178808,
265
+ "eval_is_valid_accuracy": 0.8940397350993378,
266
+ "eval_loss": 1.18085777759552,
267
+ "eval_macro_f1": 0.2847337876625168,
268
+ "eval_micro_f1": 0.29753015508328545,
269
+ "eval_runtime": 6.4883,
270
+ "eval_samples_per_second": 93.09,
271
+ "eval_steps_per_second": 11.713,
272
+ "step": 680
273
+ },
274
+ {
275
+ "epoch": 2.0588235294117645,
276
+ "grad_norm": 15.435257911682129,
277
+ "learning_rate": 1.870528594824838e-05,
278
+ "loss": 2.5494,
279
+ "step": 700
280
+ },
281
+ {
282
+ "epoch": 2.1176470588235294,
283
+ "grad_norm": 17.755983352661133,
284
+ "learning_rate": 1.8607915337923397e-05,
285
+ "loss": 2.1184,
286
+ "step": 720
287
+ },
288
+ {
289
+ "epoch": 2.176470588235294,
290
+ "grad_norm": 32.86046600341797,
291
+ "learning_rate": 1.8507287568413656e-05,
292
+ "loss": 2.2096,
293
+ "step": 740
294
+ },
295
+ {
296
+ "epoch": 2.235294117647059,
297
+ "grad_norm": 24.42184066772461,
298
+ "learning_rate": 1.840344071637893e-05,
299
+ "loss": 2.1586,
300
+ "step": 760
301
+ },
302
+ {
303
+ "epoch": 2.2941176470588234,
304
+ "grad_norm": 111.70024108886719,
305
+ "learning_rate": 1.829641407655141e-05,
306
+ "loss": 1.7487,
307
+ "step": 780
308
+ },
309
+ {
310
+ "epoch": 2.3529411764705883,
311
+ "grad_norm": 27.140453338623047,
312
+ "learning_rate": 1.8186248146866928e-05,
313
+ "loss": 2.3374,
314
+ "step": 800
315
+ },
316
+ {
317
+ "epoch": 2.411764705882353,
318
+ "grad_norm": 30.184967041015625,
319
+ "learning_rate": 1.8072984613140866e-05,
320
+ "loss": 1.8594,
321
+ "step": 820
322
+ },
323
+ {
324
+ "epoch": 2.4705882352941178,
325
+ "grad_norm": 47.64215850830078,
326
+ "learning_rate": 1.795666633329466e-05,
327
+ "loss": 1.93,
328
+ "step": 840
329
+ },
330
+ {
331
+ "epoch": 2.5294117647058822,
332
+ "grad_norm": 35.85881042480469,
333
+ "learning_rate": 1.7837337321138695e-05,
334
+ "loss": 1.9773,
335
+ "step": 860
336
+ },
337
+ {
338
+ "epoch": 2.588235294117647,
339
+ "grad_norm": 237.27906799316406,
340
+ "learning_rate": 1.7715042729717895e-05,
341
+ "loss": 1.4625,
342
+ "step": 880
343
+ },
344
+ {
345
+ "epoch": 2.6470588235294117,
346
+ "grad_norm": 38.24504852294922,
347
+ "learning_rate": 1.7589828834226204e-05,
348
+ "loss": 1.9841,
349
+ "step": 900
350
+ },
351
+ {
352
+ "epoch": 2.7058823529411766,
353
+ "grad_norm": 63.327056884765625,
354
+ "learning_rate": 1.7461743014496454e-05,
355
+ "loss": 1.4054,
356
+ "step": 920
357
+ },
358
+ {
359
+ "epoch": 2.764705882352941,
360
+ "grad_norm": 26.010116577148438,
361
+ "learning_rate": 1.7330833737072262e-05,
362
+ "loss": 1.5991,
363
+ "step": 940
364
+ },
365
+ {
366
+ "epoch": 2.8235294117647056,
367
+ "grad_norm": 36.774532318115234,
368
+ "learning_rate": 1.7197150536868715e-05,
369
+ "loss": 1.5613,
370
+ "step": 960
371
+ },
372
+ {
373
+ "epoch": 2.8823529411764706,
374
+ "grad_norm": 803.2125854492188,
375
+ "learning_rate": 1.7060743998428796e-05,
376
+ "loss": 1.0975,
377
+ "step": 980
378
+ },
379
+ {
380
+ "epoch": 2.9411764705882355,
381
+ "grad_norm": 51.77079772949219,
382
+ "learning_rate": 1.6921665736782633e-05,
383
+ "loss": 1.6307,
384
+ "step": 1000
385
+ },
386
+ {
387
+ "epoch": 3.0,
388
+ "grad_norm": 36.36404037475586,
389
+ "learning_rate": 1.6779968377916832e-05,
390
+ "loss": 1.1039,
391
+ "step": 1020
392
+ },
393
+ {
394
+ "epoch": 3.0,
395
+ "eval_category_set_accuracy": 0.34105960264900664,
396
+ "eval_is_valid_accuracy": 0.945364238410596,
397
+ "eval_loss": 0.783852756023407,
398
+ "eval_macro_f1": 0.6097009883252569,
399
+ "eval_micro_f1": 0.5891758917589176,
400
+ "eval_runtime": 6.5602,
401
+ "eval_samples_per_second": 92.07,
402
+ "eval_steps_per_second": 11.585,
403
+ "step": 1020
404
+ },
405
+ {
406
+ "epoch": 3.0588235294117645,
407
+ "grad_norm": 62.13077926635742,
408
+ "learning_rate": 1.6635705538861288e-05,
409
+ "loss": 1.4549,
410
+ "step": 1040
411
+ },
412
+ {
413
+ "epoch": 3.1176470588235294,
414
+ "grad_norm": 43.68792724609375,
415
+ "learning_rate": 1.648893180740093e-05,
416
+ "loss": 0.9286,
417
+ "step": 1060
418
+ },
419
+ {
420
+ "epoch": 3.176470588235294,
421
+ "grad_norm": 38.62174606323242,
422
+ "learning_rate": 1.6339702721420222e-05,
423
+ "loss": 1.2344,
424
+ "step": 1080
425
+ },
426
+ {
427
+ "epoch": 3.235294117647059,
428
+ "grad_norm": 42.85366439819336,
429
+ "learning_rate": 1.618807474788811e-05,
430
+ "loss": 1.1592,
431
+ "step": 1100
432
+ },
433
+ {
434
+ "epoch": 3.2941176470588234,
435
+ "grad_norm": 60.02193069458008,
436
+ "learning_rate": 1.603410526149141e-05,
437
+ "loss": 0.7102,
438
+ "step": 1120
439
+ },
440
+ {
441
+ "epoch": 3.3529411764705883,
442
+ "grad_norm": 55.012630462646484,
443
+ "learning_rate": 1.5877852522924733e-05,
444
+ "loss": 1.2671,
445
+ "step": 1140
446
+ },
447
+ {
448
+ "epoch": 3.411764705882353,
449
+ "grad_norm": 80.23335266113281,
450
+ "learning_rate": 1.571937565684517e-05,
451
+ "loss": 0.8882,
452
+ "step": 1160
453
+ },
454
+ {
455
+ "epoch": 3.4705882352941178,
456
+ "grad_norm": 46.81224060058594,
457
+ "learning_rate": 1.555873462950002e-05,
458
+ "loss": 1.1792,
459
+ "step": 1180
460
+ },
461
+ {
462
+ "epoch": 3.5294117647058822,
463
+ "grad_norm": 27.16929817199707,
464
+ "learning_rate": 1.539599022603611e-05,
465
+ "loss": 1.0162,
466
+ "step": 1200
467
+ },
468
+ {
469
+ "epoch": 3.588235294117647,
470
+ "grad_norm": 15.09371566772461,
471
+ "learning_rate": 1.523120402749922e-05,
472
+ "loss": 0.7408,
473
+ "step": 1220
474
+ },
475
+ {
476
+ "epoch": 3.6470588235294117,
477
+ "grad_norm": 60.372955322265625,
478
+ "learning_rate": 1.5064438387532368e-05,
479
+ "loss": 1.3395,
480
+ "step": 1240
481
+ },
482
+ {
483
+ "epoch": 3.7058823529411766,
484
+ "grad_norm": 30.069440841674805,
485
+ "learning_rate": 1.4895756408781733e-05,
486
+ "loss": 0.7126,
487
+ "step": 1260
488
+ },
489
+ {
490
+ "epoch": 3.764705882352941,
491
+ "grad_norm": 54.40552520751953,
492
+ "learning_rate": 1.4725221919019172e-05,
493
+ "loss": 0.9343,
494
+ "step": 1280
495
+ },
496
+ {
497
+ "epoch": 3.8235294117647056,
498
+ "grad_norm": 69.90660858154297,
499
+ "learning_rate": 1.4552899446990365e-05,
500
+ "loss": 0.7814,
501
+ "step": 1300
502
+ },
503
+ {
504
+ "epoch": 3.8823529411764706,
505
+ "grad_norm": 51.413455963134766,
506
+ "learning_rate": 1.43788541979977e-05,
507
+ "loss": 0.4089,
508
+ "step": 1320
509
+ },
510
+ {
511
+ "epoch": 3.9411764705882355,
512
+ "grad_norm": 35.59506607055664,
513
+ "learning_rate": 1.4203152029227157e-05,
514
+ "loss": 1.2404,
515
+ "step": 1340
516
+ },
517
+ {
518
+ "epoch": 4.0,
519
+ "grad_norm": 49.88618850708008,
520
+ "learning_rate": 1.402585942482853e-05,
521
+ "loss": 0.4629,
522
+ "step": 1360
523
+ },
524
+ {
525
+ "epoch": 4.0,
526
+ "eval_category_set_accuracy": 0.44867549668874174,
527
+ "eval_is_valid_accuracy": 0.9403973509933775,
528
+ "eval_loss": 0.5520434975624084,
529
+ "eval_macro_f1": 0.7223080241424181,
530
+ "eval_micro_f1": 0.6949852507374631,
531
+ "eval_runtime": 6.5211,
532
+ "eval_samples_per_second": 92.623,
533
+ "eval_steps_per_second": 11.655,
534
+ "step": 1360
535
+ },
536
+ {
537
+ "epoch": 4.0588235294117645,
538
+ "grad_norm": 25.619464874267578,
539
+ "learning_rate": 1.3847043470758426e-05,
540
+ "loss": 0.6027,
541
+ "step": 1380
542
+ },
543
+ {
544
+ "epoch": 4.117647058823529,
545
+ "grad_norm": 18.205453872680664,
546
+ "learning_rate": 1.3666771829395522e-05,
547
+ "loss": 0.2141,
548
+ "step": 1400
549
+ },
550
+ {
551
+ "epoch": 4.176470588235294,
552
+ "grad_norm": 79.65805053710938,
553
+ "learning_rate": 1.3485112713937712e-05,
554
+ "loss": 0.4595,
555
+ "step": 1420
556
+ },
557
+ {
558
+ "epoch": 4.235294117647059,
559
+ "grad_norm": 41.72041702270508,
560
+ "learning_rate": 1.3302134862590836e-05,
561
+ "loss": 0.3664,
562
+ "step": 1440
563
+ },
564
+ {
565
+ "epoch": 4.294117647058823,
566
+ "grad_norm": 13.76526165008545,
567
+ "learning_rate": 1.3117907512558767e-05,
568
+ "loss": 0.16,
569
+ "step": 1460
570
+ },
571
+ {
572
+ "epoch": 4.352941176470588,
573
+ "grad_norm": 35.40961837768555,
574
+ "learning_rate": 1.293250037384465e-05,
575
+ "loss": 0.7254,
576
+ "step": 1480
577
+ },
578
+ {
579
+ "epoch": 4.411764705882353,
580
+ "grad_norm": 69.03880310058594,
581
+ "learning_rate": 1.274598360287324e-05,
582
+ "loss": 0.2721,
583
+ "step": 1500
584
+ },
585
+ {
586
+ "epoch": 4.470588235294118,
587
+ "grad_norm": 105.50296783447266,
588
+ "learning_rate": 1.2558427775944357e-05,
589
+ "loss": 0.4769,
590
+ "step": 1520
591
+ },
592
+ {
593
+ "epoch": 4.529411764705882,
594
+ "grad_norm": 22.739673614501953,
595
+ "learning_rate": 1.2369903862527421e-05,
596
+ "loss": 0.3648,
597
+ "step": 1540
598
+ },
599
+ {
600
+ "epoch": 4.588235294117647,
601
+ "grad_norm": 183.10235595703125,
602
+ "learning_rate": 1.2180483198407232e-05,
603
+ "loss": 0.1616,
604
+ "step": 1560
605
+ },
606
+ {
607
+ "epoch": 4.647058823529412,
608
+ "grad_norm": 52.06704330444336,
609
+ "learning_rate": 1.1990237458691143e-05,
610
+ "loss": 0.5366,
611
+ "step": 1580
612
+ },
613
+ {
614
+ "epoch": 4.705882352941177,
615
+ "grad_norm": 58.507110595703125,
616
+ "learning_rate": 1.1799238630687827e-05,
617
+ "loss": 0.2115,
618
+ "step": 1600
619
+ },
620
+ {
621
+ "epoch": 4.764705882352941,
622
+ "grad_norm": 53.814796447753906,
623
+ "learning_rate": 1.1607558986667922e-05,
624
+ "loss": 0.3916,
625
+ "step": 1620
626
+ },
627
+ {
628
+ "epoch": 4.823529411764706,
629
+ "grad_norm": 58.29023742675781,
630
+ "learning_rate": 1.1415271056516833e-05,
631
+ "loss": 0.3217,
632
+ "step": 1640
633
+ },
634
+ {
635
+ "epoch": 4.882352941176471,
636
+ "grad_norm": 12.842394828796387,
637
+ "learning_rate": 1.1222447600290066e-05,
638
+ "loss": 0.1568,
639
+ "step": 1660
640
+ },
641
+ {
642
+ "epoch": 4.9411764705882355,
643
+ "grad_norm": 66.34339141845703,
644
+ "learning_rate": 1.1029161580681478e-05,
645
+ "loss": 0.514,
646
+ "step": 1680
647
+ },
648
+ {
649
+ "epoch": 5.0,
650
+ "grad_norm": 3.8019707202911377,
651
+ "learning_rate": 1.0835486135414812e-05,
652
+ "loss": 0.1538,
653
+ "step": 1700
654
+ },
655
+ {
656
+ "epoch": 5.0,
657
+ "eval_category_set_accuracy": 0.6804635761589404,
658
+ "eval_is_valid_accuracy": 0.9685430463576159,
659
+ "eval_loss": 0.575444221496582,
660
+ "eval_macro_f1": 0.792853481294606,
661
+ "eval_micro_f1": 0.7931972789115647,
662
+ "eval_runtime": 6.5882,
663
+ "eval_samples_per_second": 91.679,
664
+ "eval_steps_per_second": 11.536,
665
+ "step": 1700
666
+ },
667
+ {
668
+ "epoch": 5.0588235294117645,
669
+ "grad_norm": 23.3789119720459,
670
+ "learning_rate": 1.064149454956906e-05,
671
+ "loss": 0.2499,
672
+ "step": 1720
673
+ },
674
+ {
675
+ "epoch": 5.117647058823529,
676
+ "grad_norm": 22.705530166625977,
677
+ "learning_rate": 1.0447260227847997e-05,
678
+ "loss": 0.0595,
679
+ "step": 1740
680
+ },
681
+ {
682
+ "epoch": 5.176470588235294,
683
+ "grad_norm": 65.84622955322266,
684
+ "learning_rate": 1.0252856666804534e-05,
685
+ "loss": 0.1402,
686
+ "step": 1760
687
+ },
688
+ {
689
+ "epoch": 5.235294117647059,
690
+ "grad_norm": 0.6554845571517944,
691
+ "learning_rate": 1.0058357427030228e-05,
692
+ "loss": 0.137,
693
+ "step": 1780
694
+ },
695
+ {
696
+ "epoch": 5.294117647058823,
697
+ "grad_norm": 3.7586750984191895,
698
+ "learning_rate": 9.863836105320636e-06,
699
+ "loss": 0.0888,
700
+ "step": 1800
701
+ },
702
+ {
703
+ "epoch": 5.352941176470588,
704
+ "grad_norm": 12.201910972595215,
705
+ "learning_rate": 9.669366306826919e-06,
706
+ "loss": 0.234,
707
+ "step": 1820
708
+ },
709
+ {
710
+ "epoch": 5.411764705882353,
711
+ "grad_norm": 0.7245948314666748,
712
+ "learning_rate": 9.475021617204308e-06,
713
+ "loss": 0.0519,
714
+ "step": 1840
715
+ },
716
+ {
717
+ "epoch": 5.470588235294118,
718
+ "grad_norm": 50.32621765136719,
719
+ "learning_rate": 9.280875574767945e-06,
720
+ "loss": 0.1228,
721
+ "step": 1860
722
+ },
723
+ {
724
+ "epoch": 5.529411764705882,
725
+ "grad_norm": 14.025208473205566,
726
+ "learning_rate": 9.087001642666622e-06,
727
+ "loss": 0.1157,
728
+ "step": 1880
729
+ },
730
+ {
731
+ "epoch": 5.588235294117647,
732
+ "grad_norm": 22.682832717895508,
733
+ "learning_rate": 8.893473181084993e-06,
734
+ "loss": 0.0169,
735
+ "step": 1900
736
+ },
737
+ {
738
+ "epoch": 5.647058823529412,
739
+ "grad_norm": 16.848186492919922,
740
+ "learning_rate": 8.700363419484711e-06,
741
+ "loss": 0.2688,
742
+ "step": 1920
743
+ },
744
+ {
745
+ "epoch": 5.705882352941177,
746
+ "grad_norm": 13.38222599029541,
747
+ "learning_rate": 8.507745428895044e-06,
748
+ "loss": 0.0493,
749
+ "step": 1940
750
+ },
751
+ {
752
+ "epoch": 5.764705882352941,
753
+ "grad_norm": 122.20307922363281,
754
+ "learning_rate": 8.315692094263471e-06,
755
+ "loss": 0.1391,
756
+ "step": 1960
757
+ },
758
+ {
759
+ "epoch": 5.823529411764706,
760
+ "grad_norm": 21.69944953918457,
761
+ "learning_rate": 8.124276086876616e-06,
762
+ "loss": 0.1337,
763
+ "step": 1980
764
+ },
765
+ {
766
+ "epoch": 5.882352941176471,
767
+ "grad_norm": 0.2206052988767624,
768
+ "learning_rate": 7.93356983686212e-06,
769
+ "loss": 0.0266,
770
+ "step": 2000
771
+ },
772
+ {
773
+ "epoch": 5.9411764705882355,
774
+ "grad_norm": 60.056182861328125,
775
+ "learning_rate": 7.743645505781685e-06,
776
+ "loss": 0.1743,
777
+ "step": 2020
778
+ },
779
+ {
780
+ "epoch": 6.0,
781
+ "grad_norm": 5.421725273132324,
782
+ "learning_rate": 7.554574959325793e-06,
783
+ "loss": 0.0799,
784
+ "step": 2040
785
+ },
786
+ {
787
+ "epoch": 6.0,
788
+ "eval_category_set_accuracy": 0.7301324503311258,
789
+ "eval_is_valid_accuracy": 0.956953642384106,
790
+ "eval_loss": 0.5408890843391418,
791
+ "eval_macro_f1": 0.8381135530499894,
792
+ "eval_micro_f1": 0.8364389233954451,
793
+ "eval_runtime": 6.5155,
794
+ "eval_samples_per_second": 92.702,
795
+ "eval_steps_per_second": 11.665,
796
+ "step": 2040
797
+ },
798
+ {
799
+ "epoch": 6.0588235294117645,
800
+ "grad_norm": 57.10718536376953,
801
+ "learning_rate": 7.366429740120369e-06,
802
+ "loss": 0.1139,
803
+ "step": 2060
804
+ },
805
+ {
806
+ "epoch": 6.117647058823529,
807
+ "grad_norm": 16.394607543945312,
808
+ "learning_rate": 7.179281040655661e-06,
809
+ "loss": 0.0276,
810
+ "step": 2080
811
+ },
812
+ {
813
+ "epoch": 6.176470588235294,
814
+ "grad_norm": 9.70263671875,
815
+ "learning_rate": 6.993199676347651e-06,
816
+ "loss": 0.0435,
817
+ "step": 2100
818
+ },
819
+ {
820
+ "epoch": 6.235294117647059,
821
+ "grad_norm": 1.7106834650039673,
822
+ "learning_rate": 6.808256058742119e-06,
823
+ "loss": 0.0714,
824
+ "step": 2120
825
+ },
826
+ {
827
+ "epoch": 6.294117647058823,
828
+ "grad_norm": 0.5670193433761597,
829
+ "learning_rate": 6.624520168871531e-06,
830
+ "loss": 0.0152,
831
+ "step": 2140
832
+ },
833
+ {
834
+ "epoch": 6.352941176470588,
835
+ "grad_norm": 25.234251022338867,
836
+ "learning_rate": 6.442061530774835e-06,
837
+ "loss": 0.1115,
838
+ "step": 2160
839
+ },
840
+ {
841
+ "epoch": 6.411764705882353,
842
+ "grad_norm": 0.9621813297271729,
843
+ "learning_rate": 6.260949185190198e-06,
844
+ "loss": 0.0232,
845
+ "step": 2180
846
+ },
847
+ {
848
+ "epoch": 6.470588235294118,
849
+ "grad_norm": 6.2228684425354,
850
+ "learning_rate": 6.081251663430567e-06,
851
+ "loss": 0.0595,
852
+ "step": 2200
853
+ },
854
+ {
855
+ "epoch": 6.529411764705882,
856
+ "grad_norm": 9.898477554321289,
857
+ "learning_rate": 5.903036961452047e-06,
858
+ "loss": 0.045,
859
+ "step": 2220
860
+ },
861
+ {
862
+ "epoch": 6.588235294117647,
863
+ "grad_norm": 0.1317097544670105,
864
+ "learning_rate": 5.726372514124831e-06,
865
+ "loss": 0.0052,
866
+ "step": 2240
867
+ },
868
+ {
869
+ "epoch": 6.647058823529412,
870
+ "grad_norm": 1.7017662525177002,
871
+ "learning_rate": 5.551325169716422e-06,
872
+ "loss": 0.0599,
873
+ "step": 2260
874
+ },
875
+ {
876
+ "epoch": 6.705882352941177,
877
+ "grad_norm": 1.4799283742904663,
878
+ "learning_rate": 5.3779611645968696e-06,
879
+ "loss": 0.0193,
880
+ "step": 2280
881
+ },
882
+ {
883
+ "epoch": 6.764705882352941,
884
+ "grad_norm": 89.2857666015625,
885
+ "learning_rate": 5.2063460981754855e-06,
886
+ "loss": 0.0517,
887
+ "step": 2300
888
+ },
889
+ {
890
+ "epoch": 6.823529411764706,
891
+ "grad_norm": 13.540997505187988,
892
+ "learning_rate": 5.0365449080786096e-06,
893
+ "loss": 0.0638,
894
+ "step": 2320
895
+ },
896
+ {
897
+ "epoch": 6.882352941176471,
898
+ "grad_norm": 0.1888418048620224,
899
+ "learning_rate": 4.8686218455778076e-06,
900
+ "loss": 0.0042,
901
+ "step": 2340
902
+ },
903
+ {
904
+ "epoch": 6.9411764705882355,
905
+ "grad_norm": 124.99165344238281,
906
+ "learning_rate": 4.702640451277727e-06,
907
+ "loss": 0.1111,
908
+ "step": 2360
909
+ },
910
+ {
911
+ "epoch": 7.0,
912
+ "grad_norm": 4.011690616607666,
913
+ "learning_rate": 4.538663531072908e-06,
914
+ "loss": 0.0102,
915
+ "step": 2380
916
+ },
917
+ {
918
+ "epoch": 7.0,
919
+ "eval_category_set_accuracy": 0.7781456953642384,
920
+ "eval_is_valid_accuracy": 0.9602649006622517,
921
+ "eval_loss": 0.6337549090385437,
922
+ "eval_macro_f1": 0.8618192678453446,
923
+ "eval_micro_f1": 0.8620443173695497,
924
+ "eval_runtime": 6.6086,
925
+ "eval_samples_per_second": 91.397,
926
+ "eval_steps_per_second": 11.5,
927
+ "step": 2380
928
+ },
929
+ {
930
+ "epoch": 7.0588235294117645,
931
+ "grad_norm": 2.7884368896484375,
932
+ "learning_rate": 4.3767531323825895e-06,
933
+ "loss": 0.0306,
934
+ "step": 2400
935
+ },
936
+ {
937
+ "epoch": 7.117647058823529,
938
+ "grad_norm": 0.535120964050293,
939
+ "learning_rate": 4.216970520672509e-06,
940
+ "loss": 0.0065,
941
+ "step": 2420
942
+ },
943
+ {
944
+ "epoch": 7.176470588235294,
945
+ "grad_norm": 8.823953628540039,
946
+ "learning_rate": 4.059376156272585e-06,
947
+ "loss": 0.0169,
948
+ "step": 2440
949
+ },
950
+ {
951
+ "epoch": 7.235294117647059,
952
+ "grad_norm": 0.1833656281232834,
953
+ "learning_rate": 3.904029671499286e-06,
954
+ "loss": 0.0086,
955
+ "step": 2460
956
+ },
957
+ {
958
+ "epoch": 7.294117647058823,
959
+ "grad_norm": 0.6236715316772461,
960
+ "learning_rate": 3.7509898480912544e-06,
961
+ "loss": 0.0161,
962
+ "step": 2480
963
+ },
964
+ {
965
+ "epoch": 7.352941176470588,
966
+ "grad_norm": 0.08791780471801758,
967
+ "learning_rate": 3.6003145949668338e-06,
968
+ "loss": 0.0177,
969
+ "step": 2500
970
+ },
971
+ {
972
+ "epoch": 7.411764705882353,
973
+ "grad_norm": 0.04120015352964401,
974
+ "learning_rate": 3.4520609263118567e-06,
975
+ "loss": 0.0142,
976
+ "step": 2520
977
+ },
978
+ {
979
+ "epoch": 7.470588235294118,
980
+ "grad_norm": 3.3137431144714355,
981
+ "learning_rate": 3.306284940005954e-06,
982
+ "loss": 0.0162,
983
+ "step": 2540
984
+ },
985
+ {
986
+ "epoch": 7.529411764705882,
987
+ "grad_norm": 5.721367359161377,
988
+ "learning_rate": 3.163041796395627e-06,
989
+ "loss": 0.0185,
990
+ "step": 2560
991
+ },
992
+ {
993
+ "epoch": 7.588235294117647,
994
+ "grad_norm": 0.06606883555650711,
995
+ "learning_rate": 3.0223856974220623e-06,
996
+ "loss": 0.0006,
997
+ "step": 2580
998
+ },
999
+ {
1000
+ "epoch": 7.647058823529412,
1001
+ "grad_norm": 10.175379753112793,
1002
+ "learning_rate": 2.884369866111584e-06,
1003
+ "loss": 0.0207,
1004
+ "step": 2600
1005
+ },
1006
+ {
1007
+ "epoch": 7.705882352941177,
1008
+ "grad_norm": 10.236954689025879,
1009
+ "learning_rate": 2.7490465264365484e-06,
1010
+ "loss": 0.0035,
1011
+ "step": 2620
1012
+ },
1013
+ {
1014
+ "epoch": 7.764705882352941,
1015
+ "grad_norm": 0.042802028357982635,
1016
+ "learning_rate": 2.616466883554233e-06,
1017
+ "loss": 0.011,
1018
+ "step": 2640
1019
+ },
1020
+ {
1021
+ "epoch": 7.823529411764706,
1022
+ "grad_norm": 1.4679332971572876,
1023
+ "learning_rate": 2.4866811044312667e-06,
1024
+ "loss": 0.008,
1025
+ "step": 2660
1026
+ },
1027
+ {
1028
+ "epoch": 7.882352941176471,
1029
+ "grad_norm": 0.10652629286050797,
1030
+ "learning_rate": 2.3597382988608996e-06,
1031
+ "loss": 0.0005,
1032
+ "step": 2680
1033
+ },
1034
+ {
1035
+ "epoch": 7.9411764705882355,
1036
+ "grad_norm": 0.2609173357486725,
1037
+ "learning_rate": 2.2356865008802775e-06,
1038
+ "loss": 0.0162,
1039
+ "step": 2700
1040
+ },
1041
+ {
1042
+ "epoch": 8.0,
1043
+ "grad_norm": 0.45784732699394226,
1044
+ "learning_rate": 2.1145726505947926e-06,
1045
+ "loss": 0.0005,
1046
+ "step": 2720
1047
+ },
1048
+ {
1049
+ "epoch": 8.0,
1050
+ "eval_category_set_accuracy": 0.7731788079470199,
1051
+ "eval_is_valid_accuracy": 0.9519867549668874,
1052
+ "eval_loss": 0.697627067565918,
1053
+ "eval_macro_f1": 0.8674351405583915,
1054
+ "eval_micro_f1": 0.8676470588235294,
1055
+ "eval_runtime": 6.5498,
1056
+ "eval_samples_per_second": 92.216,
1057
+ "eval_steps_per_second": 11.603,
1058
+ "step": 2720
1059
+ },
1060
+ {
1061
+ "epoch": 8.058823529411764,
1062
+ "grad_norm": 2.4645016193389893,
1063
+ "learning_rate": 1.996442576416363e-06,
1064
+ "loss": 0.0046,
1065
+ "step": 2740
1066
+ },
1067
+ {
1068
+ "epoch": 8.117647058823529,
1069
+ "grad_norm": 0.15867339074611664,
1070
+ "learning_rate": 1.8813409777223645e-06,
1071
+ "loss": 0.0009,
1072
+ "step": 2760
1073
+ },
1074
+ {
1075
+ "epoch": 8.176470588235293,
1076
+ "grad_norm": 0.5550330877304077,
1077
+ "learning_rate": 1.7693114079417784e-06,
1078
+ "loss": 0.0038,
1079
+ "step": 2780
1080
+ },
1081
+ {
1082
+ "epoch": 8.235294117647058,
1083
+ "grad_norm": 0.07394279539585114,
1084
+ "learning_rate": 1.6603962580749677e-06,
1085
+ "loss": 0.0016,
1086
+ "step": 2800
1087
+ },
1088
+ {
1089
+ "epoch": 8.294117647058824,
1090
+ "grad_norm": 0.06229950860142708,
1091
+ "learning_rate": 1.5546367406532792e-06,
1092
+ "loss": 0.0002,
1093
+ "step": 2820
1094
+ },
1095
+ {
1096
+ "epoch": 8.352941176470589,
1097
+ "grad_norm": 0.1427084505558014,
1098
+ "learning_rate": 1.4520728741446087e-06,
1099
+ "loss": 0.003,
1100
+ "step": 2840
1101
+ },
1102
+ {
1103
+ "epoch": 8.411764705882353,
1104
+ "grad_norm": 0.022386625409126282,
1105
+ "learning_rate": 1.3527434678107454e-06,
1106
+ "loss": 0.0005,
1107
+ "step": 2860
1108
+ },
1109
+ {
1110
+ "epoch": 8.470588235294118,
1111
+ "grad_norm": 3.0578134059906006,
1112
+ "learning_rate": 1.256686107022298e-06,
1113
+ "loss": 0.0042,
1114
+ "step": 2880
1115
+ },
1116
+ {
1117
+ "epoch": 8.529411764705882,
1118
+ "grad_norm": 0.1713014394044876,
1119
+ "learning_rate": 1.1639371390367226e-06,
1120
+ "loss": 0.0008,
1121
+ "step": 2900
1122
+ },
1123
+ {
1124
+ "epoch": 8.588235294117647,
1125
+ "grad_norm": 0.036908961832523346,
1126
+ "learning_rate": 1.074531659244844e-06,
1127
+ "loss": 0.0002,
1128
+ "step": 2920
1129
+ },
1130
+ {
1131
+ "epoch": 8.647058823529411,
1132
+ "grad_norm": 0.7556416392326355,
1133
+ "learning_rate": 9.8850349789106e-07,
1134
+ "loss": 0.0032,
1135
+ "step": 2940
1136
+ },
1137
+ {
1138
+ "epoch": 8.705882352941176,
1139
+ "grad_norm": 0.03256073221564293,
1140
+ "learning_rate": 9.058852072722923e-07,
1141
+ "loss": 0.0025,
1142
+ "step": 2960
1143
+ },
1144
+ {
1145
+ "epoch": 8.764705882352942,
1146
+ "grad_norm": 0.6910631656646729,
1147
+ "learning_rate": 8.267080494204626e-07,
1148
+ "loss": 0.0025,
1149
+ "step": 2980
1150
+ },
1151
+ {
1152
+ "epoch": 8.823529411764707,
1153
+ "grad_norm": 0.1856711059808731,
1154
+ "learning_rate": 7.51001984273233e-07,
1155
+ "loss": 0.0012,
1156
+ "step": 3000
1157
+ },
1158
+ {
1159
+ "epoch": 8.882352941176471,
1160
+ "grad_norm": 0.05715726315975189,
1161
+ "learning_rate": 6.787956583374277e-07,
1162
+ "loss": 0.0002,
1163
+ "step": 3020
1164
+ },
1165
+ {
1166
+ "epoch": 8.941176470588236,
1167
+ "grad_norm": 0.37648457288742065,
1168
+ "learning_rate": 6.101163938494359e-07,
1169
+ "loss": 0.0024,
1170
+ "step": 3040
1171
+ },
1172
+ {
1173
+ "epoch": 9.0,
1174
+ "grad_norm": 0.02701101079583168,
1175
+ "learning_rate": 5.449901784367317e-07,
1176
+ "loss": 0.0003,
1177
+ "step": 3060
1178
+ },
1179
+ {
1180
+ "epoch": 9.0,
1181
+ "eval_category_set_accuracy": 0.7847682119205298,
1182
+ "eval_is_valid_accuracy": 0.9619205298013245,
1183
+ "eval_loss": 0.698867917060852,
1184
+ "eval_macro_f1": 0.8707923074857996,
1185
+ "eval_micro_f1": 0.8714180749448934,
1186
+ "eval_runtime": 6.5114,
1187
+ "eval_samples_per_second": 92.76,
1188
+ "eval_steps_per_second": 11.672,
1189
+ "step": 3060
1190
+ },
1191
+ {
1192
+ "epoch": 9.058823529411764,
1193
+ "grad_norm": 0.14930985867977142,
1194
+ "learning_rate": 4.834416552843835e-07,
1195
+ "loss": 0.0013,
1196
+ "step": 3080
1197
+ },
1198
+ {
1199
+ "epoch": 9.117647058823529,
1200
+ "grad_norm": 0.04387537017464638,
1201
+ "learning_rate": 4.2549411381028307e-07,
1202
+ "loss": 0.0003,
1203
+ "step": 3100
1204
+ },
1205
+ {
1206
+ "epoch": 9.176470588235293,
1207
+ "grad_norm": 0.17839130759239197,
1208
+ "learning_rate": 3.7116948085264e-07,
1209
+ "loss": 0.0016,
1210
+ "step": 3120
1211
+ },
1212
+ {
1213
+ "epoch": 9.235294117647058,
1214
+ "grad_norm": 0.034914832562208176,
1215
+ "learning_rate": 3.204883123730618e-07,
1216
+ "loss": 0.0008,
1217
+ "step": 3140
1218
+ },
1219
+ {
1220
+ "epoch": 9.294117647058824,
1221
+ "grad_norm": 0.04027345031499863,
1222
+ "learning_rate": 2.734697856783564e-07,
1223
+ "loss": 0.0002,
1224
+ "step": 3160
1225
+ },
1226
+ {
1227
+ "epoch": 9.352941176470589,
1228
+ "grad_norm": 0.14584210515022278,
1229
+ "learning_rate": 2.3013169216400732e-07,
1230
+ "loss": 0.0013,
1231
+ "step": 3180
1232
+ },
1233
+ {
1234
+ "epoch": 9.411764705882353,
1235
+ "grad_norm": 0.03407386317849159,
1236
+ "learning_rate": 1.9049043058207096e-07,
1237
+ "loss": 0.0003,
1238
+ "step": 3200
1239
+ },
1240
+ {
1241
+ "epoch": 9.470588235294118,
1242
+ "grad_norm": 1.4154102802276611,
1243
+ "learning_rate": 1.5456100083602986e-07,
1244
+ "loss": 0.0011,
1245
+ "step": 3220
1246
+ },
1247
+ {
1248
+ "epoch": 9.529411764705882,
1249
+ "grad_norm": 0.10872406512498856,
1250
+ "learning_rate": 1.2235699830496218e-07,
1251
+ "loss": 0.0007,
1252
+ "step": 3240
1253
+ },
1254
+ {
1255
+ "epoch": 9.588235294117647,
1256
+ "grad_norm": 0.02156994864344597,
1257
+ "learning_rate": 9.389060869917421e-08,
1258
+ "loss": 0.0002,
1259
+ "step": 3260
1260
+ },
1261
+ {
1262
+ "epoch": 9.647058823529411,
1263
+ "grad_norm": 0.18004775047302246,
1264
+ "learning_rate": 6.917260344922683e-08,
1265
+ "loss": 0.0013,
1266
+ "step": 3280
1267
+ },
1268
+ {
1269
+ "epoch": 9.705882352941176,
1270
+ "grad_norm": 0.03029177151620388,
1271
+ "learning_rate": 4.821233563013117e-08,
1272
+ "loss": 0.0003,
1273
+ "step": 3300
1274
+ },
1275
+ {
1276
+ "epoch": 9.764705882352942,
1277
+ "grad_norm": 0.3250661790370941,
1278
+ "learning_rate": 3.1017736422221945e-08,
1279
+ "loss": 0.0012,
1280
+ "step": 3320
1281
+ },
1282
+ {
1283
+ "epoch": 9.823529411764707,
1284
+ "grad_norm": 0.03591064363718033,
1285
+ "learning_rate": 1.759531211006582e-08,
1286
+ "loss": 0.0005,
1287
+ "step": 3340
1288
+ },
1289
+ {
1290
+ "epoch": 9.882352941176471,
1291
+ "grad_norm": 0.06450853496789932,
1292
+ "learning_rate": 7.950141620549634e-09,
1293
+ "loss": 0.0002,
1294
+ "step": 3360
1295
+ },
1296
+ {
1297
+ "epoch": 9.941176470588236,
1298
+ "grad_norm": 0.07516930997371674,
1299
+ "learning_rate": 2.08587460104992e-09,
1300
+ "loss": 0.0013,
1301
+ "step": 3380
1302
+ },
1303
+ {
1304
+ "epoch": 10.0,
1305
+ "grad_norm": 0.02004799246788025,
1306
+ "learning_rate": 4.730038447586793e-12,
1307
+ "loss": 0.0002,
1308
+ "step": 3400
1309
+ },
1310
+ {
1311
+ "epoch": 10.0,
1312
+ "eval_category_set_accuracy": 0.7847682119205298,
1313
+ "eval_is_valid_accuracy": 0.956953642384106,
1314
+ "eval_loss": 0.7289602756500244,
1315
+ "eval_macro_f1": 0.8720189363167785,
1316
+ "eval_micro_f1": 0.8727810650887574,
1317
+ "eval_runtime": 6.517,
1318
+ "eval_samples_per_second": 92.681,
1319
+ "eval_steps_per_second": 11.662,
1320
+ "step": 3400
1321
+ }
1322
+ ],
1323
+ "logging_steps": 20,
1324
+ "max_steps": 3400,
1325
+ "num_input_tokens_seen": 0,
1326
+ "num_train_epochs": 10,
1327
+ "save_steps": 500,
1328
+ "stateful_callbacks": {
1329
+ "TrainerControl": {
1330
+ "args": {
1331
+ "should_epoch_stop": false,
1332
+ "should_evaluate": false,
1333
+ "should_log": false,
1334
+ "should_save": true,
1335
+ "should_training_stop": true
1336
+ },
1337
+ "attributes": {}
1338
+ }
1339
+ },
1340
+ "total_flos": 2.5274007305461404e+16,
1341
+ "train_batch_size": 8,
1342
+ "trial_name": null,
1343
+ "trial_params": null
1344
+ }
config.json CHANGED
@@ -67,7 +67,7 @@
67
  "sparse_prediction": false,
68
  "training_provenance": {
69
  "base_model": "jhu-clsp/mmBERT-base",
70
- "epochs": 3,
71
  "labels": [
72
  "DirectInjection",
73
  "Jailbreak",
@@ -84,7 +84,7 @@
84
  "problem_type": "multi_label_classification",
85
  "task": "prompt-injection-detection",
86
  "threshold": 0.5,
87
- "trained_at": "2026-06-03T09:25:51+00:00"
88
  },
89
  "transformers_version": "4.57.6",
90
  "vocab_size": 256000
 
67
  "sparse_prediction": false,
68
  "training_provenance": {
69
  "base_model": "jhu-clsp/mmBERT-base",
70
+ "epochs": 10,
71
  "labels": [
72
  "DirectInjection",
73
  "Jailbreak",
 
84
  "problem_type": "multi_label_classification",
85
  "task": "prompt-injection-detection",
86
  "threshold": 0.5,
87
+ "trained_at": "2026-06-03T10:14:46+00:00"
88
  },
89
  "transformers_version": "4.57.6",
90
  "vocab_size": 256000
training_provenance.json CHANGED
@@ -14,8 +14,8 @@
14
  "MultiTurn"
15
  ],
16
  "max_seq_length": 3072,
17
- "epochs": 3,
18
  "learning_rate": 2e-05,
19
  "threshold": 0.5,
20
- "trained_at": "2026-06-03T09:25:51+00:00"
21
  }
 
14
  "MultiTurn"
15
  ],
16
  "max_seq_length": 3072,
17
+ "epochs": 10,
18
  "learning_rate": 2e-05,
19
  "threshold": 0.5,
20
+ "trained_at": "2026-06-03T10:14:46+00:00"
21
  }