MakazhanAlpamys/Soup v0.17.0

v0.17.0: Data Quality Filters, Audio Modality, SGLang Backend

on GitHub

What's New

Data Quality Filters

• soup data filter --coherence 0.3 — filter low-quality rows by coherence score
• soup data filter --perplexity 500 — filter by perplexity (uses GPT-2 by default)
• --score-only flag adds quality scores without removing rows

Audio Modality

• modality: audio for Qwen2-Audio, Whisper fine-tuning
• New audio data format + soup init --template audio
• pip install 'soup-cli[audio]'

SGLang Backend

• soup serve --backend sglang — high-throughput inference
• Tensor parallelism, OpenAI-compatible API
• pip install 'soup-cli[sglang]'

Local Server Data Generation

• soup data generate --provider server — use Ollama, soup serve, LM Studio, etc.
• No API key required for localhost

Security

• Server provider SSRF validation
• Audio path traversal protection
• trust_remote_code warnings for audio/SGLang
• SGLang model path SSRF validation

Install / Upgrade

pip install --upgrade soup-cli

1369 tests | 56 test files | 58.8% coverage