Thinking and Agentic Finetuning
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codex-oss
An open-source model based on GLM-4.7-Flash, optimized specifically for code generation and development workflows.
tools thinking680 Pulls 1 Tag Updated 7 months ago
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gpt-oss-nano
A smaller, experimental model of gpt-oss:20b.
6b648 Pulls 1 Tag Updated 7 months ago
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smallcoder
SmallCoder is a compact reasoning-focused coding model, fine-tuned from DeepSeek-R1 1.5B using a code dataset that includes step-by-step reasoning.
1.5b411 Pulls 1 Tag Updated 8 months ago
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AstralOCR-8b
A GPT-4o Level MLLM for Single Image, Multi Image and High-FPS Video Understanding
vision270 Pulls 1 Tag Updated 7 months ago
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Astral-2.7
Astral-2.7 is a 20B-parameter AI model based on gpt-oss:20b, designed for high performance on general reasoning tasks.
tools thinking 20b243 Pulls 2 Tags Updated 7 months ago
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open-reasoner
OpenReasoner is a fine-tuned qwen3:8b and qwen3:1.7b model trained on the OpenThoughts-114k dataset.
tools thinking 1.7b 8b221 Pulls 2 Tags Updated 8 months ago
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andy-lite
The next generation of light models built to play Minecraft! Inspired by Andy-4
213 Pulls 2 Tags Updated 7 months ago
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orion-ocr
A GPT-4o Level MLLM for Single Image, Multi Image and High-FPS Video Understanding
vision 8b184 Pulls 1 Tag Updated 7 months ago
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orion
Orion is an open-source language model built for strong general reasoning and reliable text generation, with agentic capabilities for on device workflows.
vision tools thinking 2b 30b142 Pulls 2 Tags Updated 7 months ago
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open-reasoner2
OpenReasoner is a fine-tuned model from the Qwen3.5 family, trained on three reasoning datasets.
vision tools thinking 0.8b 9b127 Pulls 2 Tags Updated 7 months ago
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Astral-2.6
Astral-2.6 is a 3B-parameter model built for high performance on general reasoning tasks, with a special focus on long and chronological reasoning
tools thinking 3b99 Pulls 1 Tag Updated 7 months ago
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smallmath
SmallCoder is a compact reasoning-focused math model, fine-tuned from DeepSeek-R1 1.5B using a math dataset that includes step-by-step reasoning.
74 Pulls 1 Tag Updated 7 months ago
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orion-embedding
Orion Embedding offers a good, comprehensive range of text embedding templates in 2 sizes.
embedding 22m 4b40 Pulls 2 Tags Updated 7 months ago