According to AlphaMoat, in the latest data month Soup CLI (trysoup.dev) received 0 monthly visits — ranked #0 of 17,424 AI websites with traffic data, and #0 of 2,225 in General AI.
What is Soup CLI
Soup is an open-source toolkit for LLM post-training on local hardware. It doctors training data before the run, picks the method and writes the configuration, derives evaluations from the user's own data and gates every checkpoint. Its layer-streaming technique keeps only the adapters resident while the frozen base is streamed one layer at a time, which lets Llama-3.1-8B fine-tune on a 4 GB laptop GPU.
- 01Layer streaming that fits large models on small cards
- 02Configuration written from rules for task, quantization, LR and epochs
- 03Preference training with DPO, ORPO, SimPO and KTO
- 04Data checks for semantics, topics, canary and replay
- 05Evaluation suites and shipping gates
- 06MCP server for driving Soup from a coding agent
Soup is free and open source under the Apache-2.0 License, with no vendor lock-in.
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Data month: — · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.