Soup: Fine-tune 8B Models on 4GB Laptop GPU via Layer Streaming
tom_doerr · x · 2026-08-30
Soup is an open-source tool that simplifies LLM fine-tuning. Utilizing Layer Streaming technology, it enables efficient resource usage, allowing 8B parameter models to be fine-tuned on a laptop GPU with just 4GB VRAM. Users only need a single YAML configuration file to run training, eliminating the need for SSH or complex setup.
More from Infra
- 40-nm Memristor Chip Turns Conductance Drift Into a Feature, Beats A100 by 50-480x — maier_ak · 2026-09-01
- 40nm Neural-Dynamics Chip Uses Conductance Drift for 2.12ms Iteration Latency — maier_ak · 2026-09-01
- Qwen3.8 Flash hits 415 tok/s on dual DGX Sparks — NVIDIAAI · 2026-09-01
- OpenAI's 'Jalapeno' Chip Revealed: 1500 Tokens/s Throughput — firstadopter · 2026-09-01
- TensorSharp vs llama.cpp: Qwen 3.8 Flash Next Benchmarks — fuzhongkai · 2026-09-01
- Tencent Hunyuan AngelSlim: Compressing Hy4 Model to 214GB with Heterogeneous Inference — 腾讯混元 · 2026-09-01