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bonsai-0p5b__awq__wikitext2__n128__s2__A10.json
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{
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"task": "text-generation",
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"model": "deepgrove/Bonsai",
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"params": "0.5B",
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"quant_method": "awq",
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"bits": 4,
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"calibration_set": "wikitext2-train",
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"calibration_size": 128,
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"ppl_delta_vs_fp16": "",
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"vram_gb": "",
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"tokens_per_sec": "",
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"gpu_tier": "A10",
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"colab_fit": "n/a",
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"webgpu_runnable": "[UNVERIFIED]",
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"hf_link": "",
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"verified_date": "2026-07-31",
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"notes": "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); ternary weights but ops run in 16-bit (NOT end-to-end ternary inference); base model is not instruction-tuned",
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"status": "failed",
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"seed": 2,
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"calib_seq_len": 512,
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"ppl_fp16_wt2": "",
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"ppl_quant_wt2": "",
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"ppl_fp16_chat": "",
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"ppl_quant_chat": "",
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"ppl_ctx_len": 2048,
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"batch_size": 1,
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"prompt_tokens": 64,
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"gen_tokens": 256,
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"artifact_gb": "",
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"quant_time_s": 114.2,
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"load_backend": "",
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"torch_version": "2.6.0+cu124",
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"transformers_version": "4.51.3",
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"quantlib": "autoawq-0.2.9",
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"error": "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.\")",
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"_row_id": "bonsai-0p5b__awq__wikitext2__n128__s2__A10"
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}
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