Hugging Face Hub documentation · Hugging Face
Hugging Face Hub documentation · Hugging Face
Jun 1, 2022
huggingface.co
Hugging Face hf-agents CLI Extension Simplifies Local AI Development | Revanth Reddy T posted on the topic | LinkedIn
Hugging Face hf-agents CLI Extension Simplifies Local AI Development | Revanth Reddy T posted on the topic | LinkedIn
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Hugging Face Commands That Actually Matter
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有能將模型微調完全自動化掉的 Agent？！Hugging Face 開源 ml-intern。你丟一個 prompt 給它，它就去 arXiv 讀論文、沿著參考文獻往下挖、找資料集、寫訓練腳本、跑實驗、看指標，失敗就重新訓練，自己跑完整個研究迴圈。一個最猛的範例如下：它從GPQA論文的參考文獻追到OpenScience和NemoTron-CrossThink，從ARC／SciQ／MMLU依照題目難度篩選出 7 個不同版本的問題集，在 Qwen3-1.7B 上跑 12 次監督式微調，10小時就把分數從10%拉到32%，而Claude Code最好也只有22.99%。在醫療問答場景，它判定現有資料集品質太差，自己生成1100筆合成資料，涵蓋各種情境，再放大50倍後訓練，最終在HealthBench贏Codex 60%。數學任務則自己寫 GRPO訓練腳本、在A100上跑，看到獎勵訊號崩壞還會自己一項一項拆開測試找原因，直到成功為止。重點是 Hugging Face 還準備了 $1k GPU 額度加 Anthropic credits 給手腳最快的人，大家趕快搶壓！
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