Soup CLI Traffic & Growth
Fine-tune an 8B LLM on a 4 GB laptop GPU
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Soup CLI について
LoRA keeps the base model frozen: read, never written. So Soup keeps it in system RAM and streams it into the GPU one decoder layer at a time. Peak VRAM becomes one layer instead of the whole model. Measured on an RTX 3050 Laptop 4 GB: Llama-3.1-8B trains at 119.6 tok/s in 3.32 GB peak. One YAML, one command. SFT, DPO, GRPO, KTO, plus eval, gating and export. Apache-2.0. Every number is published, including the ones I measured and threw away.
よくある質問
Soup CLI とは？
Soup CLI は LoRA keeps the base model frozen: read, never written. So Soup keeps it in system RAM and streams it into the GPU one decoder layer at a time. Peak VRAM becomes one layer instead of the whole model. Measured on an RTX 3050 Laptop 4 GB: Llama-3.1-8B trains at 119.6 tok/s in 3.32 GB peak. One YAML, one command. SFT, DPO, GRPO, KTO, plus eval, gating and export. Apache-2.0. Every number is published, including the ones I measured and threw away.
Soup CLI は無料ですか？
はい、Soup CLI は無料で利用できます。
Soup CLI と関連するツールは？
これらのツールは Soup CLI と同じトピックに属します: Google Whisk 2.0, TestSprite 1.0, Ash , Capalyze。各プロフィールで利用可能な情報と公式サイトを確認してください。
