Swift 1.5 Ornith 9B GGUF
ukisai · Kit
Runs Swift 1.5 Ornith 9B, a reasoning model tuned to think with fewer tokens, as GGUF quantizations for llama.cpp. For people who run a 9B reasoning model on t…
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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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Nanbeige4.3-33B-INT4
Nanbeige · Kit
INT4 quantized version of Nanbeige4.3-33B, a 33B model for coding and professional agent tasks, made with quantization-aware training. For developers who want…
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GLM-5.3-Flash EXL3 4bpw for TensorFold
Mia-AiLab · Kit
4-bit EXL3 quantization of GLM-5.3-Flash prepared for TensorFold, with lower KL divergence than a popular TR3-4bpw quant at the same size. For people serving l…
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Qwen3.8-27B-oQ4e-mtp
Jundot · Kit
Runs the 27B Qwen3.8 vision-language model on MLX in about 17.5 GB, reading text, images and video with a 262,144-token context. A mixed-precision quantization…
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granite-4.2-8b GGUF
ibm-granite · Kit
Holds GGUF copies of IBM's Granite 4.2 8B model in several quantization levels, ready for llama.cpp. For people who want to run the model locally and read its…
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Qwen3.5-4B GGUF
bartowski · Kit
Imatrix GGUF quantizations of Qwen3.5-4B, a 4.3B image-text model with MTP layers, with the 4-bit file near 3 GB. For people who run a small model locally.
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Llama-3.2-1B-Instruct GGUF
bartowski · Kit
GGUF quantizations of Llama-3.2-1B-Instruct, a 1.2B text model in eight languages, with the 4-bit file near 0.8 GB. For people who run a tiny local model.
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Cloudflare clef GGUF
bartowski · Kit
Static GGUF quantizations of Cloudflare's clef decision model, which scores every answer option to typed questions about a state in one pass instead of writing…
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GLM-5.3-Flash EXL3 3.05bpw
albucino · Kit
Runs GLM-5.3-Flash locally on two RTX 3090 cards with 128 GB of RAM and a 262,144-token context, using a verified 3.05 bpw EXL3 quantization. For people hostin…
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Qwen3.8-27B-SLQ-GGUF
kaitchup · Kit
Compresses Qwen3.8-27B into three GGUF files with different size and fidelity levels, using a custom statistically lossless quantization. For people who run th…
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Qwen3.8-27B-AWQ-INT4
cyankiwi · Kit
A 4-bit AWQ quantization of Qwen3.8-27B by cyankiwi, a 27B vision-language model with thinking control. Weights are 21.02 GB and load in Transformers, vLLM or…
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Qwen3.6-35B-A3B MTP GGUF
byteshape · Kit
Runs Qwen3.6-35B-A3B from a GGUF quantization with Multi-Token Prediction for faster GPU decoding in llama.cpp. Made by ByteShape for people running local mode…
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Llama-3.2-3B-Instruct-GGUF
bartowski · Kit
GGUF quantizations of Meta's Llama-3.2-3B-Instruct, made by bartowski with an importance matrix, from about 1.8 GB to 6.4 GB. For running a small chat model lo…
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KAT-Coder-V2.5-Dev GGUF
bartowski · Kit
Imatrix GGUF quantizations of Kwaipilot's KAT-Coder-V2.5-Dev, a 34.7B text model, with 4-bit files of about 19 GB or more. For people who run a large coder-nam…
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Qwen2.5-Coder-14B-Instruct-GGUF
Qwen · Kit
Gives you the Qwen2.5-Coder 14B instruct model as GGUF files in eight quantization sizes, for coding help with llama.cpp. For developers who want a stronger lo…
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Qwen2.5-Coder-1.5B-Instruct-GGUF
Qwen · Kit
Gives you the small Qwen2.5-Coder 1.5B instruct model as GGUF files in eight quantization sizes, for coding help with llama.cpp on a laptop. For developers who…
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Qwen3.5-4B-GLB-3D-Coder-GGUF
mradermacher · Kit
Static GGUF quantizations of ccore/Qwen3.5-4B-GLB-3D-Coder, a 4.2B model, in sizes from 2.0 GB to 8.5 GB, plus two small multi-modal supplement files. Made by…
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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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Qwen2.5-1.5B-Instruct-GGUF
Qwen · Kit
Gives you the small Qwen2.5 1.5B chat model as GGUF files in eight quantization sizes, for running with llama.cpp on a laptop or modest GPU. For people who wan…
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DeepSeek-V4.1-Flash-1017 Maya GGUF
peasantsmith · Kit
Runs a 748B DeepSeek mixture-of-experts model on a home PC through two GGUF quantizations made for Project Maya. For people with a big-RAM machine and a fast S…
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AREX-2-i1-GGUF
mradermacher · Kit
Weighted GGUF quantizations of BAAI/AREX-2, a 26.9B vision model, in about two dozen sizes from 7.2 GB to 22.2 GB, plus an imatrix file for making your own qua…
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Qwen3.8-27B-GGUF by bartowski
bartowski · Kit
A set of GGUF quantizations of Qwen3.8-27B by bartowski, from Q8_0 down to 3-bit, made with an importance matrix. For people running a 27B vision-language mode…
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Jackrong_Qwopus3.8-27B-Coder-Flash-GGUF
bartowski · Kit
GGUF quantizations of Jackrong's Qwopus3.8-27B-Coder-Flash, made by bartowski with an importance matrix, in sizes from 17 GB to 55 GB. For running a 27B model…
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DeepSeek-V4.1-Flash-1017 EXL3 EAQ v1 2.9 bpw
Mia-AiLab · Kit
A 2.9 bits-per-weight EXL3 quantization of DeepSeek-V4.1-Flash-1017 that reads text and images. It cuts the model to about 210 GB for exllamav3 runtimes, and t…
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Qwen3.8-27B-GGUF by lmstudio-community
lmstudio-community · Kit
A GGUF quantization of Qwen's Qwen3.8-27B made by the LM Studio team with llama.cpp, for people who run a 27B model on their own computer.
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gemma-4-12B-it-qat-q4_0-gguf
google · Kit
Runs Google's Gemma 4 12B instruction-tuned model in a 4-bit GGUF file made with quantization-aware training. Reads text and images, and suits laptops and cons…
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Nanbeige_Nanbeige4.3-33B-GGUF
bartowski · Kit
GGUF quantizations of Nanbeige4.3-33B, made by bartowski with an importance matrix, from about 21 GB to 66 GB. For running a 33B English and Chinese text model…
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gemma-4-12B-it-qat-GGUF
unsloth · Kit
Gemma 4 12B in GGUF form, trained with quantization-aware training so a 4-bit copy keeps near-bfloat16 quality. For people running Gemma locally with llama.cpp…
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Qwen3.8-9B-Distill-GGUF
empero-ai · Kit
GGUF quantizations of Empero's Qwen3.8-9B, a reasoning model distilled from a larger Qwen3.8 into the Qwen3.5-9B design, for llama.cpp, Ollama, LM Studio and s…
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Qwen2.5-Coder-7B-Instruct-GGUF
Qwen · Kit
Runs a 7B instruction-tuned coding model from Qwen on your own machine, packed as GGUF files in eight quantization levels. Made for developers who want code he…
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DeepSeek-V4.1-Flash-1017-GGUF
unsloth · Kit
Unsloth's GGUF quantizations of DeepSeek-V4.1-Flash-1017, a huge image-and-text model, for running locally on a machine with 128 GB or more of RAM. For people…
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LLM VRAM Calculator
donaldJJ · Kit
Estimates how much GPU memory a Hugging Face model needs at any quantization and context length, split into weights, KV cache and overhead, and shows which GPU…
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MLX Model Explorer
mlx-community · Kit
Helps Mac users find an MLX model and a quantization that suit their machine, in a static page that opens in any browser with nothing to install.
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