task stringclasses 1
value | model stringclasses 6
values | params stringclasses 4
values | quant_method stringclasses 3
values | bits int64 4 16 | calibration_set stringclasses 3
values | calibration_size int64 0 512 | ppl_delta_vs_fp16 float64 0 2.07 ⌀ | vram_gb float64 1.9 17.4 ⌀ | tokens_per_sec float64 2.97 56.3 ⌀ | gpu_tier stringclasses 2
values | colab_fit stringclasses 2
values | webgpu_runnable stringclasses 1
value | hf_link stringclasses 5
values | verified_date stringdate 2026-07-30 00:00:00 2026-08-05 00:00:00 | notes stringlengths 180 562 ⌀ | status stringclasses 2
values | seed int64 0 4 | calib_seq_len int64 512 2.05k ⌀ | ppl_fp16_wt2 float64 8.13 13.9 ⌀ | ppl_quant_wt2 float64 8.42 11 ⌀ | ppl_fp16_chat float64 2.44 7.35 ⌀ | ppl_quant_chat float64 2.47 4.59 ⌀ | ppl_ctx_len int64 2.05k 2.05k | batch_size int64 1 1 | prompt_tokens int64 64 64 | gen_tokens int64 256 256 | artifact_gb float64 1.04 2.08 ⌀ | quant_time_s float64 0 1.53k ⌀ | load_backend stringclasses 3
values | torch_version stringclasses 2
values | transformers_version stringclasses 2
values | quantlib stringclasses 2
values | error stringclasses 16
values |
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text-generation | deepgrove/Bonsai | 0.5B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); ternar... | failed | 0 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | 125.5 | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OSError("/cache/quants/bonsai-0p5b__awq__wikitext2__n128__s0 does not appear to have a file named modeling_qllama.py. Checkout 'https://huggingface.co//cache/quants/bonsai-0p5b__awq__wikitext2__n128__s0/tree/main' for available files.") |
text-generation | deepgrove/Bonsai | 0.5B | awq | 4 | wikitext2-train | 128 | null | null | null | T4 | n/a | [UNVERIFIED] | null | 2026-08-01 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | autoawq-0.2.9 | OSError("/cache/quants/bonsai-0p5b__awq__wikitext2__n128__s0 does not appear to have a file named modeling_qllama.py. Checkout 'https://huggingface.co//cache/quants/bonsai-0p5b__awq__wikitext2__n128__s0/tree/main' for available files.") |
text-generation | deepgrove/Bonsai | 0.5B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); ternar... | failed | 1 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | 116.1 | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OSError("/cache/quants/bonsai-0p5b__awq__wikitext2__n128__s1 does not appear to have a file named modeling_qllama.py. Checkout 'https://huggingface.co//cache/quants/bonsai-0p5b__awq__wikitext2__n128__s1/tree/main' for available files.") |
text-generation | deepgrove/Bonsai | 0.5B | awq | 4 | wikitext2-train | 128 | null | null | null | T4 | n/a | [UNVERIFIED] | null | 2026-08-01 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | autoawq-0.2.9 | OSError("/cache/quants/bonsai-0p5b__awq__wikitext2__n128__s1 does not appear to have a file named modeling_qllama.py. Checkout 'https://huggingface.co//cache/quants/bonsai-0p5b__awq__wikitext2__n128__s1/tree/main' for available files.") |
text-generation | deepgrove/Bonsai | 0.5B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); ternar... | failed | 2 | 512 | null | null | null | null | 2,048 | 1 | 64 | 256 | null | 114.2 | null | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | OSError("/cache/quants/bonsai-0p5b__awq__wikitext2__n128__s2 does not appear to have a file named modeling_qllama.py. Checkout 'https://huggingface.co//cache/quants/bonsai-0p5b__awq__wikitext2__n128__s2/tree/main' for available files.") |
text-generation | deepgrove/Bonsai | 0.5B | awq | 4 | wikitext2-train | 128 | null | null | null | T4 | n/a | [UNVERIFIED] | null | 2026-08-01 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | autoawq-0.2.9 | OSError("/cache/quants/bonsai-0p5b__awq__wikitext2__n128__s2 does not appear to have a file named modeling_qllama.py. Checkout 'https://huggingface.co//cache/quants/bonsai-0p5b__awq__wikitext2__n128__s2/tree/main' for available files.") |
text-generation | deepgrove/Bonsai | 0.5B | none-fp16 | 16 | none | 0 | 0 | 1.9 | 45.18 | A10 | n/a | [UNVERIFIED] | https://huggingface.co/deepgrove/Bonsai | 2026-07-31 | fp16 reference row for the awq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); ternary weights but ops run in 16-bit (NOT end-to-end ternary inference); base model is not instruction-tuned | ok | 0 | null | 13.9169 | null | 7.3515 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | deepgrove/Bonsai | 0.5B | none-fp16 | 16 | none | 0 | 0 | 1.9 | 24.3 | T4 | yes | [UNVERIFIED] | https://huggingface.co/deepgrove/Bonsai | 2026-07-31 | fp16 reference row for the awq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); ternary weights but ops run in 16-bit (NOT end-to-end ternary inference); base model is not instruction-tuned | ok | 0 | null | 13.6436 | null | 6.9035 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | deepgrove/Bonsai | 0.5B | none-fp16 | 16 | none | 0 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError("ImportError: cannot import name 'LossKwargs' from 'transformers.utils' (/usr/local/lib/python3.11/site-packages/transformers/utils/__init__.py)") |
text-generation | deepgrove/Bonsai | 0.5B | gptq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError("ImportError: cannot import name 'LossKwargs' from 'transformers.utils' (/usr/local/lib/python3.11/site-packages/transformers/utils/__init__.py)") |
text-generation | deepgrove/Bonsai | 0.5B | gptq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError("ImportError: cannot import name 'LossKwargs' from 'transformers.utils' (/usr/local/lib/python3.11/site-packages/transformers/utils/__init__.py)") |
text-generation | deepgrove/Bonsai | 0.5B | gptq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-07-31 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError("ImportError: cannot import name 'LossKwargs' from 'transformers.utils' (/usr/local/lib/python3.11/site-packages/transformers/utils/__init__.py)") |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a7380a5-1147618b520e6d434701c7ee;989cd5f2-aea1-490a-932a-3b2316378934)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | awq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | none-fp16 | 16 | none | 0 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737feb-1e1ac11476ccad34618f9125;d339b92d-7311-43bb-9ed6-204d39f1196d)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | none-fp16 | 16 | none | 0 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | openhermes-2.5 | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737f0e-224beed13e90971b61ad5ed8;db45089a-e7c6-483f-8790-45d69fa8f334)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 128 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 32 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 0 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 1 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | meta-llama/Llama-3.2-3B-Instruct | 3B | gptq | 4 | wikitext2-train | 512 | null | null | null | A10 | n/a | [UNVERIFIED] | null | 2026-08-05 | null | failed | 2 | null | null | null | null | null | 2,048 | 1 | 64 | 256 | null | null | null | null | null | null | a10 batch call failed: RuntimeError('OSError: You are trying to access a gated repo.\nMake sure to have access to it at https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct.\n401 Client Error. (Request ID: Root=1-6a737e44-4ebaf5c806443e120a19456d;33fd366b-2e08-4f2e-883b-b5315bafb4f7)\n\nCannot access gated repo for ... |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 128 | 0.9233 | 4.57 | 19.52 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 0 | 512 | 9.6394 | 10.5627 | 3.7135 | 3.9842 | 2,048 | 1 | 64 | 256 | 1.16 | 336.3 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 128 | 0.8427 | 4.57 | 8.83 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 0 | 512 | 9.0767 | 9.9194 | 3.5481 | 3.8013 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 128 | 0.8624 | 4.57 | 19.65 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 1 | 512 | 9.6394 | 10.5018 | 3.7135 | 3.964 | 2,048 | 1 | 64 | 256 | 1.16 | 342.7 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 128 | 0.7838 | 4.57 | 8.84 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 1 | 512 | 9.0767 | 9.8605 | 3.5481 | 3.782 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 128 | 0.8347 | 4.57 | 19.43 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 2 | 512 | 9.6394 | 10.4741 | 3.7135 | 3.9514 | 2,048 | 1 | 64 | 256 | 1.16 | 344.1 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 128 | 0.7538 | 4.57 | 8.97 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 2 | 512 | 9.0767 | 9.8305 | 3.5481 | 3.7622 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 32 | 0.9109 | 4.57 | 19.67 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 0 | 512 | 9.6394 | 10.5503 | 3.7135 | 3.9374 | 2,048 | 1 | 64 | 256 | 1.16 | 245.8 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 32 | 0.8287 | 4.57 | 8.91 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 0 | 512 | 9.0767 | 9.9054 | 3.5481 | 3.7562 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 32 | 0.8171 | 4.57 | 19.48 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 1 | 512 | 9.6394 | 10.4565 | 3.7135 | 3.985 | 2,048 | 1 | 64 | 256 | 1.16 | 238.7 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 32 | 0.7404 | 4.57 | 8.93 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 1 | 512 | 9.0767 | 9.8171 | 3.5481 | 3.8003 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 32 | 0.9439 | 4.57 | 19.6 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 2 | 512 | 9.6394 | 10.5833 | 3.7135 | 3.9821 | 2,048 | 1 | 64 | 256 | 1.16 | 237.9 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 32 | 0.8562 | 4.57 | 8.96 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 2 | 512 | 9.0767 | 9.9329 | 3.5481 | 3.7999 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 512 | 0.9539 | 4.57 | 19.6 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 0 | 512 | 9.6394 | 10.5933 | 3.7135 | 3.9495 | 2,048 | 1 | 64 | 256 | 1.16 | 838.4 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 512 | 0.8714 | 4.57 | 8.97 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 0 | 512 | 9.0767 | 9.9481 | 3.5481 | 3.7645 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 512 | 0.9141 | 4.57 | 19.19 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 1 | 512 | 9.6394 | 10.5535 | 3.7135 | 3.9227 | 2,048 | 1 | 64 | 256 | 1.16 | 793.4 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 512 | 0.8463 | 4.57 | 8.98 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 1 | 512 | 9.0767 | 9.923 | 3.5481 | 3.7413 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 512 | 0.8928 | 4.57 | 19.5 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 2 | 512 | 9.6394 | 10.5322 | 3.7135 | 3.9245 | 2,048 | 1 | 64 | 256 | 1.16 | 812.1 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | openhermes-2.5 | 512 | 0.818 | 4.57 | 8.95 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=openhermes n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artif... | ok | 2 | 512 | 9.0767 | 9.8947 | 3.5481 | 3.74 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 128 | 0.7852 | 4.57 | 19.74 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 0 | 512 | 9.6394 | 10.4246 | 3.7135 | 3.9545 | 2,048 | 1 | 64 | 256 | 1.16 | 359.7 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 128 | 0.7208 | 4.57 | 8.75 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 0 | 512 | 9.0767 | 9.7975 | 3.5481 | 3.7658 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 128 | 0.7789 | 4.57 | 19.38 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 1 | 512 | 9.6394 | 10.4183 | 3.7135 | 3.9818 | 2,048 | 1 | 64 | 256 | 1.16 | 341.1 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 128 | 0.7106 | 4.57 | 8.75 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 1 | 512 | 9.0767 | 9.7873 | 3.5481 | 3.7958 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 128 | 0.8541 | 4.57 | 19.59 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 2 | 512 | 9.6394 | 10.4935 | 3.7135 | 3.9114 | 2,048 | 1 | 64 | 256 | 1.16 | 345.8 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 128 | 0.7722 | 4.57 | 8.74 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 2 | 512 | 9.0767 | 9.8489 | 3.5481 | 3.7216 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 32 | 0.7396 | 4.57 | 19.58 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifac... | ok | 0 | 512 | 9.6394 | 10.379 | 3.7135 | 3.9294 | 2,048 | 1 | 64 | 256 | 1.16 | 251 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 32 | 0.6713 | 4.57 | 8.7 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifac... | ok | 0 | 512 | 9.0767 | 9.748 | 3.5481 | 3.7407 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 32 | 0.7806 | 4.57 | 19.32 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifac... | ok | 1 | 512 | 9.6394 | 10.42 | 3.7135 | 3.9339 | 2,048 | 1 | 64 | 256 | 1.16 | 241.9 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 32 | 0.7046 | 4.57 | 8.74 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifac... | ok | 1 | 512 | 9.0767 | 9.7813 | 3.5481 | 3.7472 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 32 | 0.7727 | 4.57 | 19.18 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifac... | ok | 2 | 512 | 9.6394 | 10.4121 | 3.7135 | 3.9857 | 2,048 | 1 | 64 | 256 | 1.16 | 248.7 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 32 | 0.6887 | 4.57 | 8.75 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=32 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifac... | ok | 2 | 512 | 9.0767 | 9.7654 | 3.5481 | 3.7983 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 512 | 0.7489 | 4.57 | 19.72 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 0 | 512 | 9.6394 | 10.3883 | 3.7135 | 3.93 | 2,048 | 1 | 64 | 256 | 1.16 | 831.8 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 512 | 0.6671 | 4.57 | 8.71 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 0 | 512 | 9.0767 | 9.7438 | 3.5481 | 3.7481 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 512 | 0.7514 | 4.57 | 19.55 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 1 | 512 | 9.6394 | 10.3908 | 3.7135 | 3.9093 | 2,048 | 1 | 64 | 256 | 1.16 | 770.4 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 512 | 0.6705 | 4.57 | 8.71 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 1 | 512 | 9.0767 | 9.7472 | 3.5481 | 3.7295 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 512 | 0.7269 | 4.57 | 19.44 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 2 | 512 | 9.6394 | 10.3663 | 3.7135 | 3.9235 | 2,048 | 1 | 64 | 256 | 1.16 | 777.9 | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | awq | 4 | wikitext2-train | 512 | 0.6469 | 4.57 | 8.71 | T4 | yes | [UNVERIFIED] | null | 2026-07-31 | AWQ zero_point g128 GEMM calib_len=512; autoawq 0.2.9 (upstream-deprecated; pinned to its last-tested torch2.6.0/transformers4.51.3 combo); calib=wikitext2 n=512 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifa... | ok | 2 | 512 | 9.0767 | 9.7236 | 3.5481 | 3.7385 | 2,048 | 1 | 64 | 256 | 1.16 | null | gemm | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | none-fp16 | 16 | none | 0 | 0 | 6.48 | 45.38 | A10 | n/a | [UNVERIFIED] | https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct | 2026-07-30 | fp16 reference row for the awq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill) | ok | 0 | null | 9.6394 | null | 3.7135 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | none-fp16 | 16 | none | 0 | 0 | 6.48 | 32.64 | T4 | yes | [UNVERIFIED] | https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct | 2026-07-30 | fp16 reference row for the awq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill) | ok | 0 | null | 9.0767 | null | 3.5481 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.6.0+cu124 | 4.51.3 | autoawq-0.2.9 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | none-fp16 | 16 | none | 0 | 0 | 6.48 | 35.52 | A10 | n/a | [UNVERIFIED] | https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct | 2026-07-30 | fp16 reference row for the gptq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill) | ok | 0 | null | 9.6394 | null | 3.7135 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | none-fp16 | 16 | none | 0 | 0 | 6.48 | 28.3 | T4 | yes | [UNVERIFIED] | https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct | 2026-07-30 | fp16 reference row for the gptq stack; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill) | ok | 0 | null | 9.0766 | null | 3.5483 | null | 2,048 | 1 | 64 | 256 | null | null | hf-fp16 | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 128 | 0.9359 | 7.69 | 20.3 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n128__s0 (not pushed to H... | ok | 0 | 2,048 | 9.6394 | 10.5753 | 3.7135 | 3.874 | 2,048 | 1 | 64 | 256 | 1.16 | 344.9 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 128 | 0.8516 | 7.92 | 3.88 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n128__s0 (not pushed to H... | ok | 0 | 2,048 | 9.0766 | 9.9282 | 3.5483 | 3.6796 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 128 | 0.8609 | 7.69 | 20.73 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n128__s1 (not pushed to H... | ok | 1 | 2,048 | 9.6394 | 10.5003 | 3.7135 | 3.8874 | 2,048 | 1 | 64 | 256 | 1.16 | 347.9 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 128 | 0.8042 | 7.92 | 3.9 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n128__s1 (not pushed to H... | ok | 1 | 2,048 | 9.0766 | 9.8808 | 3.5483 | 3.7019 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 128 | 0.8055 | 7.68 | 20.83 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n128__s2 (not pushed to H... | ok | 2 | 2,048 | 9.6394 | 10.4449 | 3.7135 | 3.8637 | 2,048 | 1 | 64 | 256 | 1.16 | 356 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 128 | 0.7546 | 7.92 | 3.9 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=128 seed=2; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n128__s2 (not pushed to H... | ok | 2 | 2,048 | 9.0766 | 9.8312 | 3.5483 | 3.6747 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 32 | 1.0467 | 6.05 | 21.66 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n32__s0 (not pushed to HF ... | ok | 0 | 2,048 | 9.6394 | 10.6861 | 3.7135 | 3.9038 | 2,048 | 1 | 64 | 256 | 1.16 | 255.6 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 32 | 0.9662 | 5.76 | 4 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=0; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n32__s0 (not pushed to HF ... | ok | 0 | 2,048 | 9.0766 | 10.0428 | 3.5483 | 3.7166 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 32 | 0.9647 | 7.13 | 21.16 | A10 | n/a | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n32__s1 (not pushed to HF ... | ok | 1 | 2,048 | 9.6394 | 10.6041 | 3.7135 | 3.8804 | 2,048 | 1 | 64 | 256 | 1.16 | 230.1 | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
text-generation | Qwen/Qwen2.5-1.5B-Instruct | 1.5B | gptq | 4 | openhermes-2.5 | 32 | 0.8918 | 6.84 | 3.93 | T4 | yes | [UNVERIFIED] | null | 2026-07-30 | GPTQ g128 desc_act=True damp=0.01 calib_len=2048; calib=openhermes n=32 seed=1; ppl: wikitext2-test + OpenHermes-heldout, ctx2048 non-overlapping, token-capped per tier; tok/s: greedy b1 64->256 median-of-3 (incl. prefill); artifact modal vol quant-bench:/quants/qwen25-1p5b__gptq__openhermes__n32__s1 (not pushed to HF ... | ok | 1 | 2,048 | 9.0766 | 9.9684 | 3.5483 | 3.6887 | 2,048 | 1 | 64 | 256 | 1.16 | null | torch-fallback | 2.8.0+cu128 | 5.14.1 | gptqmodel-7.3.2 | null |
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