2 Commits

Author	SHA1	Message	Date
Alpamys	f272ee2f4f	feat: v0.23.0 — AWQ/GPTQ Export, Sample Packing, Data Split, Curriculum Learning ... - AWQ export (`soup export --format awq`) via autoawq, with --bits, --group-size, --calibration-data - GPTQ export (`soup export --format gptq`) via auto-gptq, with calibration data support - Sample packing (`packing: true`) for SFT/Pretrain trainers via TRL's native packing - `soup data split` — train/val/test splitting with random and stratified strategies - Curriculum learning (`curriculum: true`) — sort dataset by difficulty for staged training - New utility: soup_cli/utils/curriculum.py (sort_by_length, create_buckets) - Security: calibration data path traversal protection, bits validation (4/8 only) - 1970 tests across 70 test files	2026-04-03 13:55:01 +05:00
Alpamys	cbc0a0e558	v0.16.0: embedding models, ONNX/TensorRT export, speculative decoding ... New features: - task: embedding — fine-tune sentence embedding models (BGE, E5, GTE) with contrastive, triplet, or cosine loss and configurable pooling - soup export --format onnx — ONNX export via optimum - soup export --format tensorrt — TensorRT-LLM export for GPU inference - soup serve --speculative-decoding — draft model for 2-3x faster generation (transformers assisted generation + vLLM native speculative decoding) - soup init --template embedding — new template for embedding fine-tuning Security: - ONNX export: removed unconditional trust_remote_code, added warning - Speculative decoding: SSRF protection (URL blocked), warning panel - vLLM speculative: URL validation rejects http:// schemes - TensorRT export: separated try/except per subprocess call - Embedding config: Literal constraints, margin gt=0 validation 1270 tests, 52 test files, 58% coverage	2026-03-26 12:41:39 +05:00