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Browse files- README.md +47 -0
- comparison_graph.png +0 -0
- config.json +34 -0
- generation_config.json +4 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +4 -0
- tokenizer.json +0 -0
- tokenizer_config.json +18 -0
- vocab.json +0 -0
README.md
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---
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license: apache-2.0
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tags:
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- pruned
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- python
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- optimized
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base_model: openai-community/openai-gpt
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---
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# openai-gpt-python-light
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This model is a **light** pruned version of [openai-community/openai-gpt](https://huggingface.co/openai-community/openai-gpt), specialized for **PYTHON** tasks.
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## Pruning Details
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- **Base Model**: openai-community/openai-gpt
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- **Specialization**: Python
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- **Prune Mode**: Light
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- **Method**: Activation-based weight pruning
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## Performance Comparison
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| Category | Original | Pruned |
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|----------|----------|--------|
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| Python | 0.0% | 0.0% |
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| HTML | 0.0% | 0.0% |
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| Trivia | 0.0% | 0.0% |
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| Math | 0.0% | 0.0% |
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| Reasoning | 0.0% | 0.0% |
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| Medical | 0.0% | 0.0% |
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| Linux | 0.0% | 0.0% |
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| Writing | 0.0% | 0.0% |
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## Usage
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model = AutoModelForCausalLM.from_pretrained("CompactAI/openai-gpt-python-light")
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tokenizer = AutoTokenizer.from_pretrained("CompactAI/openai-gpt-python-light")
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```
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## License
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This model inherits the license from the base model.
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comparison_graph.png
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config.json
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{
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"afn": "gelu",
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"architectures": [
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"OpenAIGPTLMHeadModel"
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],
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"attn_pdrop": 0.1,
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"dtype": "float16",
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"embd_pdrop": 0.1,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "openai-gpt",
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"n_ctx": 512,
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"n_embd": 768,
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"n_head": 12,
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"n_layer": 12,
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"n_positions": 512,
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"n_special": 0,
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"predict_special_tokens": true,
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"resid_pdrop": 0.1,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"transformers_version": "4.57.6",
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"use_cache": false,
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"vocab_size": 40478
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}
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generation_config.json
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{
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"_from_model_config": true,
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"transformers_version": "4.57.6"
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:201750e9a56a8bc8142eb3f9302a99545046f96800befe4659f4074a2e2775dc
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size 233084296
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special_tokens_map.json
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{
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"pad_token": "<unk>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": false,
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"extra_special_tokens": {},
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"model_max_length": 512,
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"pad_token": "<unk>",
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"tokenizer_class": "OpenAIGPTTokenizer",
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"unk_token": "<unk>"
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}
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vocab.json
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