> ❤️ Support & Community: If you find this model helpful, please give this repository a Like on Hugging Face and a ⭐ Star on our SigmaStudio GitHub! google-gemma-4-12B-it-GGUF-Q80 is a production-ready model optimized and published using the Model Hub module of Sigma Studio**. Evaluated directly on GPU via Sigma Studio Training Lab (Deterministic seed 42, Temp 0.0): Side-by-side performance comparison between direct zero-overhead answer (No-Thinking) and Chain-of-Thought step-by-step reasoning (Deep Thinking CoT): Protocol: codeexecution, continuationlogprob, cotgeneration, letterlogprob · temp 0.0 · seed 42 Reproducibility hash: SHA256-B81232ECC62AC6FC > ⚠️ Measured on a slice of the dataset, not the full suite: this score is not comparable with a full-suite run. Empirical multi-turn agent reliability evaluation (zero quizzes, fully grounded file-system actions inside isolated Sandbox Jail): — ✅ Tool Grounding: Exclusively uses registered tools and valid schemas (zero hallucinated functions). — ✅ Zero Placeholder Echo: Emits concrete code and values rather than copy-pasting prompt templates. — ✅ Inspect-Before-Edit: Systematically reads files and verifies target lines before…
Модальности:
Генерация текста
Области применения:
Диалог / чат
Задача: Генерация текста
Автор: sigmanih
Теги: gguf, sigma-studio, sigmanih, conversational, custom-model, en, it, endpoints_compatible
Лайков: 3 | Загрузок: 640
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
