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40Hz
/
autoresearch-coding-v1

Transformers
Safetensors
Generated from Trainer
trl
sft
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use 40Hz/autoresearch-coding-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use 40Hz/autoresearch-coding-v1 with Transformers:

    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("40Hz/autoresearch-coding-v1", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
autoresearch-coding-v1 / evals
47.7 kB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 4 commits
40Hz's picture
40Hz
Gate 1 PASS: coding pass@1 = 0.95 (adapter) vs 0.22 (base), greedy 1.0, 95/100
1a7362d verified about 2 months ago
  • IMPROVEMENTS.md
    4.36 kB
    Add eval harness v2 (pass@k, per-class mAP, nDCG, leakage check) + improvements doc about 2 months ago
  • colab_run_all.py
    10.7 kB
    add colab T4 driver for all three tracks about 2 months ago
  • eval_business.py
    6.09 kB
    Add eval harness v2 (pass@k, per-class mAP, nDCG, leakage check) + improvements doc about 2 months ago
  • eval_coding.py
    7.92 kB
    Add eval harness v2 (pass@k, per-class mAP, nDCG, leakage check) + improvements doc about 2 months ago
  • eval_ui_detr.py
    7.07 kB
    Add eval harness v2 (pass@k, per-class mAP, nDCG, leakage check) + improvements doc about 2 months ago
  • gate1_colab_eval.py
    8.28 kB
    Gate 1 eval: add fixed extraction (markdown-fence + signature restatement) and torchao pin; adapter loads correctly about 2 months ago
  • gate1_result.json
    783 Bytes
    Gate 1 PASS: coding pass@1 = 0.95 (adapter) vs 0.22 (base), greedy 1.0, 95/100 about 2 months ago
  • leakage_check.py
    2.51 kB
    Add eval harness v2 (pass@k, per-class mAP, nDCG, leakage check) + improvements doc about 2 months ago