> Calling for independent benchmarks. I’ve only run internal smoke tests against this model — full eval numbers are not published here. If you have spare compute and a harness (AIME, HMMT, MMLU-Pro, SuperGPQA, SWE-bench Verified, LiveCodeBench, BFCL / tool-call evals, anything else), please open a Discussion on this repo. Happy to coordinate, share configs, and credit your numbers in this card. A two-stage SFT fine-tune of Qwen 3.6 27B focused on (1) Claude-Opus-4.6-style chain-of-thought reasoning and (2) Hermes-format tool calling. Released in FP8 (~28 GB) for single-GPU serving. > Lineage: Qwen3.6-27B → stage 1 LoRA (reasoning) → merge → stage 2 LoRA (tool calling) → merge → FP8DYNAMIC quantization** → this checkpoint. This release is split into three artifacts so you can pick the one that fits your workflow: The split is intentional: re-quantize without re-training, swap the tool-calling stage for a different format, or graft the reasoning stage onto a different base — without redoing the four-hour reasoning run. — Local serving on a single ≥32 GB GPU via vLLM, SGLang, or transformers. — Reasoning-heavy chat with optional tool calls in Hermes format ({…json…}). -…
Модальности:
Генерация текста
Области применения:
Логика и рассуждение Диалог / чат
Задача: Генерация текста
Автор: samscrack
Теги: qwen3_5_text, qwen3.6, qwopus, sft, lora, reasoning, tool-calling, hermes-format
Лайков: 4 | Загрузок: 23
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
