Runs a pruned, 2-bit DeepSeek-V4.1-Flash on a 128 GB Mac through mlx-serve, keeping 192 of 384 experts and a 1M-token context. Strongest on code, reasoning and…
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AI skills and agents for developers
Prompts, coding agent briefs and kits for writing and reviewing code with fewer tokens.
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RWKV7-G1 GooseOne
BlinkDL · Kit
Pure RNN text-generation base models for chat, reasoning and tool calls, meant as a starting point for post-training and fine-tuning. Covers eight languages, f…
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Spark-X2.6-4B-Base
XHToken · Kit
A 4.1B language model for on-device use, tuned for coding, agent tasks, long context and reasoning in English and Chinese, with three thinking levels. For deve…
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Nanbeige4.3-33B-GGUF-UltraOptimised-Curated-Protium
SolsticeAI · Kit
Offers GGUF quantizations of the 33.1B Nanbeige4.3 model for llama.cpp and Ollama, with a reasoning protocol and up to 524,288 tokens of context. For developer…
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Qwen3-4B-Instruct-2507
Qwen · Kit
Answers chat prompts with a 4B model that skips visible thinking and reads up to 256K tokens of context. For developers who want a small open assistant for rea…
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Qwen3.5-0.8B-weight-space-programming-GGUF
prithivMLmods · Kit
GGUF copies of a small Qwen3.5 0.8B model whose weights were edited directly to reduce reasoning loops. For people who want to run it locally in several quant…
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Seshat Agent
PCL-RSI-lab · Kit
Fixes software bugs with a self-improving coding agent that learns reusable reasoning patterns from its own successful runs, for developers and researchers wor…
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Hermes 4 14B
NousResearch · Kit
A 14B hybrid reasoning model from Nous Research, built on Qwen3-14B. It can think step by step, call tools, and return JSON that follows a schema. It uses the…
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Ming-3.0-audio-flash
inclusionAI · Kit
Listens to audio plus a text instruction and returns text, or text with synthesized speech. Covers speech recognition, spoken questions and audio reasoning in…
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gemma-4-26B-A4B
google · Kit
Reads text and images and writes text, for developers who want an open-weights Google DeepMind model for coding, reasoning and image questions on their own GPU…
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GGUF build of LiquidAI's LFM2.5-8B-A1B, a sparse mixture-of-experts model, with DavidAU's Turbo Brilliance system and 12 reasoning modes. An 8.5B beta-style re…
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GGUF build of LiquidAI's LFM2.5-2.6B with DavidAU's Turbo Brilliance system, adding 12 reasoning and 12 instruct modes you switch in the prompt. A 2.7B beta fo…
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gpt-oss-20b-GGUF
unsloth · Kit
Runs OpenAI's open-weight gpt-oss-20b reasoning model on your own computer, packed as GGUF files by unsloth. Suits developers who want a local model with adjus…
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Bonsai-27B-gguf
prism-ml · Kit
Runs a 27B-class reasoning model as a 1-bit GGUF file of about 3.9 GB for llama.cpp, so it fits a laptop or one GPU. For people who want local reasoning on eve…
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Raon-1 mini (GGUF)
KRAFTON · Kit
Runs a 28.8B mixture-of-experts model tuned for Korean chat, reasoning and tool-using agents in llama.cpp. GGUF copy of Raon-1 mini preview for people who run…
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Mellum2.1-12B-A2.5B-Thinking
JetBrains · Kit
A 12B mixture-of-experts thinking model with 2.5B active parameters, trained with reinforcement learning on real repositories for coding agents, math and hard…
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K2-Horizon-7B
IFM · Kit
Writes text, code and reasoning answers with a 512K-token context window, for developers and researchers who want an open dense model whose training data, code…
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Qwen3.8-2B-Distill-GGUF
empero-ai · Kit
Runs a small 2B reasoning model on phones, laptops and single-board computers, as GGUF files in five quant levels. A distillation of a large Qwen3.8 model, pac…
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Qwen3.8-27B-pi
bytkim · Kit
A 27B coding model tuned for the Pi agent framework, trained to read a repository, edit files, run tools and use their feedback, with adjustable reasoning effo…
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GLM-5.3-Flash-NVFP4
nvidia · Kit
Gives you NVIDIA's NVFP4 quantized copy of ZAI's GLM-5.3-Flash, a multimodal model for reasoning, coding and agent tasks. Meant for developers who deploy on Bl…
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