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ggerganov updated a model about 5 hours ago

ggml-org/MiMo-V2.6-Distill-Qwen-9B-GGUF

ggerganov updated a model about 6 hours ago

ggml-org/MiMo-V2.6-Flash-RL-GGUF

ggerganov published a model about 6 hours ago

ggml-org/MiMo-V2.6-Flash-RL-GGUF

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Articles

ggml-org 's collections 25

NVIDIA Nemotron 3.5 Lightning

ggml-org/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF

Text Generation • 32B • Updated 9 days ago • 265k • 32

NVIDIA-Nemotron-3-Nano-Omni

ggml-org/NVIDIA-Nemotron-3-Nano-Omni-30B-A3B-GGUF

Any-to-Any • 32B • Updated 23 days ago • 2.39k • 1

OCR models

ggml-org/GLM-OCR-GGUF

0.9B • Updated Mar 10 • 29.8k • 105
ggml-org/DeepSeek-OCR-GGUF

3B • Updated Mar 25 • 4.85k • 12
ggml-org/dots.ocr-GGUF

2B • Updated Apr 5 • 3.72k • 5
ggml-org/Qianfan-OCR-GGUF

4B • Updated Apr 10 • 664 • 6

Gemma 3

ggml-org/gemma-3-270m-it-GGUF

0.3B • Updated Aug 15, 2025 • 3.31k • 22
ggml-org/gemma-3-1b-it-GGUF

1.0B • Updated Mar 12, 2025 • 187k • 46
ggml-org/gemma-3-4b-it-GGUF

Image-Text-to-Text • 4B • Updated May 21, 2025 • 57.1k • 61
ggml-org/gemma-3-12b-it-GGUF

Image-Text-to-Text • 12B • Updated May 21, 2025 • 77.9k • 32

Gemma 3-270m

Collection of models for Gemma 3-270m

ggml-org/gemma-3-270m-GGUF

0.3B • Updated Aug 14, 2025 • 1.2k • 22
ggml-org/gemma-3-270m-it-GGUF

0.3B • Updated Aug 15, 2025 • 3.31k • 22
ggml-org/gemma-3-270m-qat-GGUF

0.3B • Updated Aug 14, 2025 • 13.8k • 9
ggml-org/gemma-3-270m-it-qat-GGUF

0.3B • Updated Aug 15, 2025 • 2.47k • 15

EmbeddingGemma 300M

ggml-org/embeddinggemma-300M-GGUF

0.3B • Updated Apr 29 • 290k • 46
ggml-org/embeddinggemma-300M-qat-q4_0-GGUF

Feature Extraction • 0.3B • Updated Sep 15, 2025 • 53.3k • 6
ggml-org/embeddinggemma-300m-qat-q8_0-GGUF

Feature Extraction • 0.3B • Updated Sep 15, 2025 • 40.3k • 21

Multimodal GGUFs

Vision and audio models compatible with llama-server and llama-mtmd-cli

GLM-V

Collection

3 items • Updated 28 days ago • 14
Ministral 3

Collection

6 items • Updated Jul 30 • 4
Gemma 3

Collection

10 items • Updated Jul 30 • 24
Kimi-VL

Collection

1 item • Updated Jul 30 • 2

Ministral 3

ggml-org/Ministral-3-3B-Reasoning-2512-GGUF

Image-Text-to-Text • 3B • Updated Dec 2, 2025 • 900 • 2
ggml-org/Ministral-3-8B-Reasoning-2512-GGUF

Image-Text-to-Text • 8B • Updated Dec 2, 2025 • 1.4k • 2
ggml-org/Ministral-3-14B-Reasoning-2512-GGUF

Image-Text-to-Text • 14B • Updated Dec 2, 2025 • 1.32k • 3
ggml-org/Ministral-3-3B-Instruct-2512-GGUF

Image-Text-to-Text • 3B • Updated Dec 2, 2025 • 969 • 4

Kimi-VL

ggml-org/Kimi-VL-A3B-Thinking-2506-GGUF

16B • Updated Aug 20, 2025 • 7.11k • 34

Qwen 2 VL and Qwen 2.5 VL

ggml-org/Qwen2.5-VL-3B-Instruct-GGUF

3B • Updated Apr 30, 2025 • 53.1k • 16
ggml-org/Qwen2.5-VL-7B-Instruct-GGUF

8B • Updated Apr 30, 2025 • 40.5k • 17
ggml-org/Qwen2.5-VL-32B-Instruct-GGUF

33B • Updated May 15, 2025 • 2.19k • 5
ggml-org/Qwen2-VL-2B-Instruct-GGUF

2B • Updated Apr 30, 2025 • 9.69k • 4

SmolVLM GGUF

ggml-org/SmolVLM2-2.2B-Instruct-GGUF

2B • Updated Apr 30, 2025 • 20.8k • 41
ggml-org/SmolVLM2-500M-Video-Instruct-GGUF

0.4B • Updated Apr 30, 2025 • 12.9k • 20
ggml-org/SmolVLM2-256M-Video-Instruct-GGUF

Image-Text-to-Text • 0.2B • Updated 30 days ago • 4.67k • 12
ggml-org/SmolVLM-Instruct-GGUF

2B • Updated Apr 30, 2025 • 4.55k • 9

llama.vim

ggml-org/Qwen2.5-Coder-0.5B-Q8_0-GGUF

Text Generation • 0.5B • Updated Jan 31, 2025 • 839 • 11
ggml-org/Qwen2.5-Coder-1.5B-Q8_0-GGUF

Text Generation • 2B • Updated Oct 28, 2024 • 6.07k • 23
ggml-org/Qwen2.5-Coder-3B-Q8_0-GGUF

Text Generation • 3B • Updated Nov 26, 2024 • 2.22k • 14
ggml-org/Qwen2.5-Coder-7B-Q8_0-GGUF

Text Generation • 8B • Updated Oct 28, 2024 • 2.51k • 12

VAD

Voice Activity Detection (VAD) models for whisper.cpp.

ggml-org/whisper-vad

Updated Nov 17, 2025 • 24

NVIDIA Nemotron 3 Nano

Collection for Nemotron-Nano-3-30B-A3B models

ggml-org/NVIDIA-Nemotron-3-Nano-30B-A3B-GGUF

Text Generation • 32B • Updated 23 days ago • 4.44k • 3

NVIDIA Nemotron 3 Super

Collection for Nemotron-3-Super-120B models

ggml-org/Nemotron-3-Super-120B-GGUF

121B • Updated Mar 16 • 1.56k • 13

Gemma 4

ggml-org/gemma-4-E2B-it-GGUF

Any-to-Any • 5B • Updated Jul 26 • 90.4k • 85
ggml-org/gemma-4-E4B-it-GGUF

Any-to-Any • 8B • Updated Jul 26 • 1.51M • 89
ggml-org/gemma-4-12B-it-GGUF

Any-to-Any • 12B • Updated about 1 month ago • 46.7k • 89
ggml-org/gemma-4-26B-A4B-it-GGUF

Image-Text-to-Text • 25B • Updated Jul 26 • 336k • 87

Gemma 3n

ggml-org/gemma-3n-E2B-it-GGUF

4B • Updated Aug 22, 2025 • 2.94k • 25
ggml-org/gemma-3n-E4B-it-GGUF

7B • Updated Jun 26, 2025 • 2.37k • 20

Gemma 1.1 GGUFs

ggml-org/gemma-1.1-2b-it-Q8_0-GGUF

3B • Updated Apr 5, 2024 • 69 • 1
ggml-org/gemma-1.1-7b-it-Q8_0-GGUF

9B • Updated Apr 5, 2024 • 198
ggml-org/gemma-1.1-7b-it-Q4_K_M-GGUF

9B • Updated Apr 5, 2024 • 328 • 4

Devstral 2

Collection for Devstral-Small-2-24B-Instruct-2512 models

ggml-org/Devstral-Small-2-24B-Instruct-2512-GGUF

24B • Updated Dec 18, 2025 • 1.3k • 7
ggml-org/Devstral-2-123B-Instruct-2512-GGUF

125B • Updated Dec 19, 2025 • 12.9k • 3

GLM-V

ggml-org/GLM-4.6V-Flash-GGUF

9B • Updated Jan 15 • 6.32k • 24
ggml-org/GLM-4.6V-GGUF

107B • Updated Jan 15 • 9.31k • 7
ggml-org/AutoGLM-Phone-9B-GGUF

9B • Updated Dec 17, 2025 • 650 • 3

GPT OSS

ggml-org/gpt-oss-120b-GGUF

Text Generation • 117B • Updated Jul 28 • 165k • 77
ggml-org/gpt-oss-20b-GGUF

Text Generation • 21B • Updated Jul 28 • 179k • 177

InternVL 3 and InternVL 2.5

ggml-org/InternVL3-1B-Instruct-GGUF

0.6B • Updated May 10, 2025 • 1.74k • 5
ggml-org/InternVL3-2B-Instruct-GGUF

2B • Updated May 10, 2025 • 1.85k • 5
ggml-org/InternVL3-8B-Instruct-GGUF

8B • Updated May 10, 2025 • 894 • 6
ggml-org/InternVL3-14B-Instruct-GGUF

15B • Updated May 10, 2025 • 710 • 4

Qwen 3

ggml-org/Qwen3-0.6B-GGUF

Text Generation • 0.8B • Updated Jul 16 • 41.4k • 18
ggml-org/Qwen3-1.7B-GGUF

2B • Updated Apr 28, 2025 • 30.8k • 10
ggml-org/Qwen3-4B-GGUF

4B • Updated Apr 28, 2025 • 9.55k • 6
ggml-org/Qwen3-8B-GGUF

Text Generation • 8B • Updated Jul 28 • 2.04k • 8

GGUF LoRA adapters

Adapters extracted from fine tuned models, using mergekit-extract-lora

ggml-org/LoRA-Llama-3-Instruct-abliteration-8B-F16-GGUF

88.1M • Updated Nov 1, 2024 • 66 • 1
ggml-org/LoRA-Qwen2.5-1.5B-Instruct-abliterated-F16-GGUF

93.6M • Updated Jan 23, 2025 • 126 • 5
ggml-org/LoRA-Qwen2.5-3B-Instruct-abliterated-F16-GGUF

0.1B • Updated Jan 9, 2025 • 57 • 1
ggml-org/LoRA-Qwen2.5-7B-Instruct-abliterated-v3-F16-GGUF

90.9M • Updated Jan 8, 2025 • 65 • 4

llama.cpp presets

Models that are used for presets in llama.cpp.

ggml-org/gte-small-Q8_0-GGUF

Sentence Similarity • 33.2M • Updated Feb 6, 2025 • 97 • 3
ggml-org/bge-small-en-v1.5-Q8_0-GGUF

Feature Extraction • 33.2M • Updated Feb 6, 2025 • 1.99k • 6
ggml-org/e5-small-v2-Q8_0-GGUF

Sentence Similarity • 33.2M • Updated Feb 6, 2025 • 171 • 1

NVIDIA Nemotron 3.5 Lightning

ggml-org/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF

Text Generation • 32B • Updated 9 days ago • 265k • 32

NVIDIA Nemotron 3 Nano

Collection for Nemotron-Nano-3-30B-A3B models

ggml-org/NVIDIA-Nemotron-3-Nano-30B-A3B-GGUF

Text Generation • 32B • Updated 23 days ago • 4.44k • 3

NVIDIA-Nemotron-3-Nano-Omni

ggml-org/NVIDIA-Nemotron-3-Nano-Omni-30B-A3B-GGUF

Any-to-Any • 32B • Updated 23 days ago • 2.39k • 1

NVIDIA Nemotron 3 Super

Collection for Nemotron-3-Super-120B models

ggml-org/Nemotron-3-Super-120B-GGUF

121B • Updated Mar 16 • 1.56k • 13

OCR models

ggml-org/GLM-OCR-GGUF

0.9B • Updated Mar 10 • 29.8k • 105
ggml-org/DeepSeek-OCR-GGUF

3B • Updated Mar 25 • 4.85k • 12
ggml-org/dots.ocr-GGUF

2B • Updated Apr 5 • 3.72k • 5
ggml-org/Qianfan-OCR-GGUF

4B • Updated Apr 10 • 664 • 6

Gemma 4

ggml-org/gemma-4-E2B-it-GGUF

Any-to-Any • 5B • Updated Jul 26 • 90.4k • 85
ggml-org/gemma-4-E4B-it-GGUF

Any-to-Any • 8B • Updated Jul 26 • 1.51M • 89
ggml-org/gemma-4-12B-it-GGUF

Any-to-Any • 12B • Updated about 1 month ago • 46.7k • 89
ggml-org/gemma-4-26B-A4B-it-GGUF

Image-Text-to-Text • 25B • Updated Jul 26 • 336k • 87

Gemma 3

ggml-org/gemma-3-270m-it-GGUF

0.3B • Updated Aug 15, 2025 • 3.31k • 22
ggml-org/gemma-3-1b-it-GGUF

1.0B • Updated Mar 12, 2025 • 187k • 46
ggml-org/gemma-3-4b-it-GGUF

Image-Text-to-Text • 4B • Updated May 21, 2025 • 57.1k • 61
ggml-org/gemma-3-12b-it-GGUF

Image-Text-to-Text • 12B • Updated May 21, 2025 • 77.9k • 32

Gemma 3n

ggml-org/gemma-3n-E2B-it-GGUF

4B • Updated Aug 22, 2025 • 2.94k • 25
ggml-org/gemma-3n-E4B-it-GGUF

7B • Updated Jun 26, 2025 • 2.37k • 20

Gemma 3-270m

Collection of models for Gemma 3-270m

ggml-org/gemma-3-270m-GGUF

0.3B • Updated Aug 14, 2025 • 1.2k • 22
ggml-org/gemma-3-270m-it-GGUF

0.3B • Updated Aug 15, 2025 • 3.31k • 22
ggml-org/gemma-3-270m-qat-GGUF

0.3B • Updated Aug 14, 2025 • 13.8k • 9
ggml-org/gemma-3-270m-it-qat-GGUF

0.3B • Updated Aug 15, 2025 • 2.47k • 15

Gemma 1.1 GGUFs

ggml-org/gemma-1.1-2b-it-Q8_0-GGUF

3B • Updated Apr 5, 2024 • 69 • 1
ggml-org/gemma-1.1-7b-it-Q8_0-GGUF

9B • Updated Apr 5, 2024 • 198
ggml-org/gemma-1.1-7b-it-Q4_K_M-GGUF

9B • Updated Apr 5, 2024 • 328 • 4

EmbeddingGemma 300M

ggml-org/embeddinggemma-300M-GGUF

0.3B • Updated Apr 29 • 290k • 46
ggml-org/embeddinggemma-300M-qat-q4_0-GGUF

Feature Extraction • 0.3B • Updated Sep 15, 2025 • 53.3k • 6
ggml-org/embeddinggemma-300m-qat-q8_0-GGUF

Feature Extraction • 0.3B • Updated Sep 15, 2025 • 40.3k • 21

Devstral 2

Collection for Devstral-Small-2-24B-Instruct-2512 models

ggml-org/Devstral-Small-2-24B-Instruct-2512-GGUF

24B • Updated Dec 18, 2025 • 1.3k • 7
ggml-org/Devstral-2-123B-Instruct-2512-GGUF

125B • Updated Dec 19, 2025 • 12.9k • 3

Multimodal GGUFs

Vision and audio models compatible with llama-server and llama-mtmd-cli

GLM-V

Collection

3 items • Updated 28 days ago • 14
Ministral 3

Collection

6 items • Updated Jul 30 • 4
Gemma 3

Collection

10 items • Updated Jul 30 • 24
Kimi-VL

Collection

1 item • Updated Jul 30 • 2

GLM-V

ggml-org/GLM-4.6V-Flash-GGUF

9B • Updated Jan 15 • 6.32k • 24
ggml-org/GLM-4.6V-GGUF

107B • Updated Jan 15 • 9.31k • 7
ggml-org/AutoGLM-Phone-9B-GGUF

9B • Updated Dec 17, 2025 • 650 • 3

Ministral 3

ggml-org/Ministral-3-3B-Reasoning-2512-GGUF

Image-Text-to-Text • 3B • Updated Dec 2, 2025 • 900 • 2
ggml-org/Ministral-3-8B-Reasoning-2512-GGUF

Image-Text-to-Text • 8B • Updated Dec 2, 2025 • 1.4k • 2
ggml-org/Ministral-3-14B-Reasoning-2512-GGUF

Image-Text-to-Text • 14B • Updated Dec 2, 2025 • 1.32k • 3
ggml-org/Ministral-3-3B-Instruct-2512-GGUF

Image-Text-to-Text • 3B • Updated Dec 2, 2025 • 969 • 4

GPT OSS

ggml-org/gpt-oss-120b-GGUF

Text Generation • 117B • Updated Jul 28 • 165k • 77
ggml-org/gpt-oss-20b-GGUF

Text Generation • 21B • Updated Jul 28 • 179k • 177

Kimi-VL

ggml-org/Kimi-VL-A3B-Thinking-2506-GGUF

16B • Updated Aug 20, 2025 • 7.11k • 34

InternVL 3 and InternVL 2.5

ggml-org/InternVL3-1B-Instruct-GGUF

0.6B • Updated May 10, 2025 • 1.74k • 5
ggml-org/InternVL3-2B-Instruct-GGUF

2B • Updated May 10, 2025 • 1.85k • 5
ggml-org/InternVL3-8B-Instruct-GGUF

8B • Updated May 10, 2025 • 894 • 6
ggml-org/InternVL3-14B-Instruct-GGUF

15B • Updated May 10, 2025 • 710 • 4

Qwen 2 VL and Qwen 2.5 VL

ggml-org/Qwen2.5-VL-3B-Instruct-GGUF

3B • Updated Apr 30, 2025 • 53.1k • 16
ggml-org/Qwen2.5-VL-7B-Instruct-GGUF

8B • Updated Apr 30, 2025 • 40.5k • 17
ggml-org/Qwen2.5-VL-32B-Instruct-GGUF

33B • Updated May 15, 2025 • 2.19k • 5
ggml-org/Qwen2-VL-2B-Instruct-GGUF

2B • Updated Apr 30, 2025 • 9.69k • 4

Qwen 3

ggml-org/Qwen3-0.6B-GGUF

Text Generation • 0.8B • Updated Jul 16 • 41.4k • 18
ggml-org/Qwen3-1.7B-GGUF

2B • Updated Apr 28, 2025 • 30.8k • 10
ggml-org/Qwen3-4B-GGUF

4B • Updated Apr 28, 2025 • 9.55k • 6
ggml-org/Qwen3-8B-GGUF

Text Generation • 8B • Updated Jul 28 • 2.04k • 8

SmolVLM GGUF

ggml-org/SmolVLM2-2.2B-Instruct-GGUF

2B • Updated Apr 30, 2025 • 20.8k • 41
ggml-org/SmolVLM2-500M-Video-Instruct-GGUF

0.4B • Updated Apr 30, 2025 • 12.9k • 20
ggml-org/SmolVLM2-256M-Video-Instruct-GGUF

Image-Text-to-Text • 0.2B • Updated 30 days ago • 4.67k • 12
ggml-org/SmolVLM-Instruct-GGUF

2B • Updated Apr 30, 2025 • 4.55k • 9

GGUF LoRA adapters

Adapters extracted from fine tuned models, using mergekit-extract-lora

ggml-org/LoRA-Llama-3-Instruct-abliteration-8B-F16-GGUF

88.1M • Updated Nov 1, 2024 • 66 • 1
ggml-org/LoRA-Qwen2.5-1.5B-Instruct-abliterated-F16-GGUF

93.6M • Updated Jan 23, 2025 • 126 • 5
ggml-org/LoRA-Qwen2.5-3B-Instruct-abliterated-F16-GGUF

0.1B • Updated Jan 9, 2025 • 57 • 1
ggml-org/LoRA-Qwen2.5-7B-Instruct-abliterated-v3-F16-GGUF

90.9M • Updated Jan 8, 2025 • 65 • 4

llama.vim

ggml-org/Qwen2.5-Coder-0.5B-Q8_0-GGUF

Text Generation • 0.5B • Updated Jan 31, 2025 • 839 • 11
ggml-org/Qwen2.5-Coder-1.5B-Q8_0-GGUF

Text Generation • 2B • Updated Oct 28, 2024 • 6.07k • 23
ggml-org/Qwen2.5-Coder-3B-Q8_0-GGUF

Text Generation • 3B • Updated Nov 26, 2024 • 2.22k • 14
ggml-org/Qwen2.5-Coder-7B-Q8_0-GGUF

Text Generation • 8B • Updated Oct 28, 2024 • 2.51k • 12

llama.cpp presets

Models that are used for presets in llama.cpp.

ggml-org/gte-small-Q8_0-GGUF

Sentence Similarity • 33.2M • Updated Feb 6, 2025 • 97 • 3
ggml-org/bge-small-en-v1.5-Q8_0-GGUF

Feature Extraction • 33.2M • Updated Feb 6, 2025 • 1.99k • 6
ggml-org/e5-small-v2-Q8_0-GGUF

Sentence Similarity • 33.2M • Updated Feb 6, 2025 • 171 • 1

VAD

Voice Activity Detection (VAD) models for whisper.cpp.

ggml-org/whisper-vad

Updated Nov 17, 2025 • 24

AI & ML interests

Recent Activity

Articles

Using OCR models with llama.cpp

New in llama.cpp: Anthropic Messages API

New in llama.cpp: Model Management

Team members 13

ggml-org 's collections 25