Spark-X2.6-4B-AgentFast
JamieBradfield · Kit
Calls tools and follows instructions with almost no thinking delay, as a 4.1B fine-tune of Spark-X2.6-4B. Made for people building fast local agents that need…
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Qwopus3.8-27B-Flash-V2-GGUF
Jackrong · Kit
Trims wasted reasoning in long agent tasks, as a GGUF build of the second Flash fine-tune of Qwen3.8-27B with better Python formatting. For people who run agen…
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Ling-3.0-tiny-GGUF
inclusionAI · Kit
GGUF copy of inclusionAI's Ling-3.0-tiny, a small mixture-of-experts reasoning model with 7.9B total and 1.3B active parameters, for running locally at low cos…
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K2-Horizon-7B-GGUF
IFM · Kit
Quantized GGUF copies of IFM's K2-Horizon-7B text model for running locally in llama.cpp, from BF16 down to 4-bit, with a 512K-token context window.
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opus-mt-en-zh
Helsinki-NLP · Kit
Translates English text into Chinese, covering Mandarin and several other Chinese varieties, with a compact transformer model you run yourself. For developers…
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phonon-31m English for audio.cpp
gradium · Kit
Speaks English text aloud on a CPU from a 31M text-to-speech model in GGUF form, for the audio.cpp runtime. Made for developers who want a small local voice mo…
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Qwen3-Reranker-0.6B-Q8_0-GGUF
ggml-org · Kit
Ranks passages by relevance to a query, as an 8-bit GGUF copy of the Qwen3 0.6B reranker made with llama.cpp. For developers who want a small local reranker fo…
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Laya-GGUF
ggml-org · Kit
Small 421M-parameter decision model in GGUF form that you serve locally and call through a systemone API. For developers who use llama.cpp tooling and want a c…
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Kev-4B by ggml-org
ggml-org · Kit
Makes decisions through the /v1/systemone API of a llama server, from a GGUF copy of a 4.2B model. For developers who want a small local decision model.
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gemma-4-E4B-it-GGUF by ggml-org
ggml-org · Kit
A GGUF-format copy of Google's gemma-4-E4B-it that you can run on your own computer with the Llama app or the llama serve command. For people who want Gemma ru…
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gemma-4-12B-it GGUF
ggml-org · Kit
Runs Google's gemma-4-12B-it on your own computer as a GGUF file that ggml-org converted automatically, through the Llama app or the llama command. It suits pe…
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POCKET-35B-GGUF
FINAL-Bench · Kit
Runs a Korean-tuned 35B model on your own PC from GGUF files with llama.cpp, with a CPU-only path so no GPU is needed. For people who want a local language mod…
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GLiNER2.5 Multi
fastino · Kit
Pulls entities, labels, structured records and relations out of text with one multilingual model. A 287M-parameter extractor from fastino that runs locally on…
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KVARK Sparkle 1.1 27B GGUF
Egzakta · Kit
Runs the 27B KVARK Sparkle 1.1 model from GGUF files in several sizes, with optional image input and speculative decoding. For people running models locally wi…
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Kvark-Sparkle-1.0-27B-GGUF
Egzakta · Kit
GGUF files of KVARK Sparkle 1.0, a 27B vision-language model, for llama.cpp, Ollama and LM Studio, with the speculative-decoding head kept. For people running…
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GGUF fine-tune of a 27B Qwen model by DavidAU, with switchable instruct and reasoning modes and a built-in help system. Hugging Face lists it as image text to…
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Answers questions and reads images with much shorter thinking. GGUF builds of a 27B Qwen 3.8 tune from DavidAU that aims to cut reasoning tokens while keeping…
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Maximizing Model Performance Guide
DavidAU · Kit
Guides you in tuning samplers and parameters for local language models, with steps for system prompts, reasoning models and expert settings in LM Studio, Silly…
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Qwen3.8-27B iMatrix NVFP4 MTP GGUF
cdiamond · Kit
A 17.1 GB mixed-precision GGUF of Qwen3.8-27B that keeps its multi-token prediction layer, tuned for 256K context with vision on a 24 GB GPU. For people who ru…
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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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Meta-Llama-3.1-8B-Instruct-GGUF
bartowski · Kit
Quantized GGUF files of Meta's Llama 3.1 8B Instruct for local chat, such as 4.92 GB for Q4_K_M and 8.54 GB for Q8_0. Made by bartowski with an importance matr…
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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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ACE-Step 1.5 XL Turbo
ACE-Step · Kit
Generates music and other audio in just 8 steps with a 4B-parameter diffusion model, run locally through a Gradio interface. For creators and developers with a…
New
ZONOS2
Zyphra · Kit
Turns text into natural speech in more than 30 languages, with voice cloning from a sample, using a mixture-of-experts model for low latency. Runs locally on a…
New
Spark-X2.6-1.7B-DSpark-GGUF
XHToken · Kit
A small draft model that speeds up Spark-X2.6-1.7B through speculative decoding, guessing up to seven tokens per step. For people who run that model locally on…
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gemma-4-E2B-it-GGUF
unsloth · Kit
Unsloth's GGUF files of Google DeepMind's Gemma 4 E2B instruction-tuned model, which takes text and images and writes text, with a 128K context. For people who…
New
gemma-3-4b-it-GGUF
unsloth · Kit
Answers questions about text and images on your own computer, as a GGUF copy of Google's Gemma 3 4B instruction model packaged by Unsloth. For developers and u…
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OmniVoice GGUF
Serveurperso · Kit
Provides GGUF weights of the OmniVoice text-to-speech model for the omnivoice.cpp runtime, with voice design and voice cloning examples. For developers who wan…
New
gemma-4-31B-it-scotoma-2-GGUF
ReadyArt · Kit
Runs a 30.7B-parameter Gemma-based text model locally in GGUF format, packaged by ReadyArt from its gemma-4-31B-it-scotoma-2 model. Suits people who want that…
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Qwen3-4B-GGUF
Qwen · Kit
A 4B chat model in GGUF format that runs locally in llama.cpp or ollama, with a thinking mode for reasoning and a plain mode for quick replies. Suits developer…
New
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…
New
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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Kokoro-82M-v1.0-ONNX
onnx-community · Kit
Turns English text into spoken audio with Kokoro, an 82 million parameter text-to-speech model packaged as ONNX files for JavaScript and Python. For developers…
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SillyTavern
nohurry · Kit
Shares roleplay presets for SillyTavern, mainly the Voyage series plus a generic Eval preset. It suits people who run story chats with local or hosted language…
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AREX-2 GGUF
mradermacher · Kit
GGUF quantized files of BAAI's AREX-2, a 26.9B model, from 2-bit to 8-bit with an optional multi-modal supplement. They suit people who run a large model local…
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Mellum2.1-12B-A2.5B-Thinking-GGUF
JetBrains · Kit
Runs JetBrains' 12B reasoning model locally in llama.cpp, Ollama or LM Studio, with five GGUF sizes to pick from. For developers who want a thinking model with…
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Axion-1.0-35B-APEX-I-MiniPlus-V2.1-GGUF
IsValorum · Kit
Runs the 35B Axion-1.0 model locally in llama.cpp from one compressed GGUF file with mixed precision. A quantized release by IsValorum for people who want a la…
New
Index-Translate-2B
IndexTeam · Kit
Translates text between 150 languages and follows instructions about glossaries, formatting, tone and length. A compact 2.3B model from IndexTeam for teams tha…
New
Kokoro-82M-v1.1-zh
hexgrad · Kit
Speaks English and Chinese text aloud with an 82M-parameter text-to-speech model. A short training run on Kokoro that adds 100 Chinese speakers, for developers…
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parakeet-ultra-gguf
handy-computer · Kit
Transcribes recordings in 25 European languages offline, using GGUF copies of Moondream's parakeet-ultra for transcribe.cpp. For people who want local speech-t…
New
gpt-oss-20b-GGUF by ggml-org
ggml-org · Kit
Generates text on your own computer from a GGUF copy of OpenAI's gpt-oss-20b, packaged by ggml-org. For people who want to run an open 20B model locally in the…
New
Qwen3.8-27B-Randean-MXFP4
flechin · Kit
A 27B reasoning model tuned to answer plainly instead of hedging, quantized to MXFP4 so vLLM can serve it on a single 32 GB GPU, for developers who run local r…
New
Qwen3.8-27B-Ridge-GGUF
empero-ai · Kit
Runs Qwen3.8-27B as a compact 3.7 bits-per-weight GGUF file that suits a 16 GB GPU, with optional image input. For people running models locally with llama.cpp…
New
Spark-X2.6-4B GGUF
bartowski · Kit
Small English and Chinese chat model as GGUF files from full bf16 down to about 2.4 GB, for llama.cpp, with a low or high thinking setting. For developers who…
New
Spark-X2.6-4B-DSpark-GGUF
XHToken · Kit
Speeds up text generation for Spark-X2.6-4B as a small draft model for speculative decoding, in GGUF format. Meant for people running that model locally with l…
New
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…
New
Qwen3.5-2B-GGUF
unsloth · Kit
Reads images and text and answers in text, as a small GGUF copy of Qwen3.5-2B by unsloth. Meant for local prototyping, fine-tuning and research.
New
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…
New
free-claude-code
Alishahryar1 · Kit
Routes coding tools such as Claude Code, Codex and Aider to models from many providers, free and local ones included, from a terminal, IDE, phone or browser. A…
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