Plain-language provider view: what this company is strongest at, how many active models it has, what pricing we can verify, and which current models matter most.
70
Models
—
Top Rank
—
Avg Capability
706.0K
Downloads
343
Likes
70
Open Models
Pricing Posture
0 / 70 models have official company pricing
This tells you how often we can verify direct first-party pricing instead of only broker or router pricing.
Lowest Verified Entry
Free/M
The lowest reliable public price we could verify across this provider's active lineup.
Strategic Strength
Specialized
gemma-4-26B-A4B-it-GGUF leads current estimated value at ---.
Deployment Reach
31 / 70 models have verified deploy or runtime access
28 on your computer · 0 cloud servers you control · 4 hosted for you
Open weights do not always mean easy hosted access. For ggml-org, they usually mean you bring the hardware yourself or rent a cloud GPU when the models are larger.
Most open models here can run on your own hardware.
70 easy personal-hardware fits · 0 desktop GPU fits · 0 cloud GPU fits · 0 high-memory cloud fits
| # | Model | Category | Params | Capability | Downloads | Cheapest Verified | Est. Value | Open |
|---|---|---|---|---|---|---|---|---|
| — | gemma-4-26B-A4B-it-GGUF | Multimodal |
| 26B |
| — |
| 409.2K |
Price not verified View Plan |
| --- |
| — | DeepSeek-V4-Flash-Vision-Exp-GGUF | Multimodal | Unknown | — | 9.5K | Free Free | --- |
| — | Qwen2.5-Coder-1.5B-Q8_0-GGUF | LLMs | 2B | — | 5.8K | Price not verified View Plan | --- |
| — | Laguna-XS-2.1-GGUF | LLMs | Unknown | — | 2.5K | Price not verified View Plan | --- |
| — | GLM-4.5V-GGUF | Multimodal | Unknown | — | 1.0K | Free Free | --- |
| — | GLM-4.5-Air-GGUF | LLMs | Unknown | — | 819 | Free Free | --- |
| — | Clef-GGUF | Multimodal | Unknown | — | 0 | Free Free | --- |
| — | OpenJev-GGUF | Multimodal | Unknown | — | 0 | Free Free | --- |
| — | Qwen3-8B-GGUF | LLMs | 8B | — | 0 | Price not verified View Plan | --- |
| — | Clef-Flash-GGUF | Multimodal | Unknown | — | 0 | Free Free | --- |
| — | gpt-oss-20b-GGUF | LLMs | 20B | — | 0 | Price not verified View Plan | --- |
| — | Qwen3.6-27B-GGUF | Multimodal | 27B | — | 0 | Price not verified View Plan | --- |
| — | Qwen3.8-27B-GGUF | Multimodal | 27B | — | 0 | Price not verified View Plan | --- |
| — | Qwen3.5-0.8B-GGUF | Multimodal | 800M | — | 0 | Price not verified View Plan | --- |
| — | GLM-5.3-Flash-GGUF | Multimodal | Unknown | — | 0 | Free Free | --- |
| — | MiMo-V2.6-Pro-RL-GGUF | Multimodal | Unknown | — | 0 | Free Free | --- |
| — | Muse-Glimmer-30B-GGUF | Multimodal | 30B | — | 0 | Price not verified View Plan | --- |
| — | MiMo-V2.6-Flash-RL-GGUF | Multimodal | Unknown | — | 0 | Free Free | --- |
| — | MiMo-V2.6-Pro-MOPD-GGUF | Multimodal | Unknown | — | 0 | Free Free | --- |
| — | Qwen3.8-Flash-Next-GGUF | Multimodal | Unknown | — | 0 | Price not verified View Plan | --- |
| — | MiMo-V2.6-Flash-MOPD-GGUF | Multimodal | Unknown | — | 0 | Free Free | --- |
| — | Qwen2.5-Coder-3B-Q8_0-GGUF | LLMs | 3B | — | 0 | Price not verified View Plan | --- |
| — | Qwen2.5-Coder-0.5B-Q8_0-GGUF | LLMs | 500M | — | 0 | Price not verified View Plan | --- |
| — | MiMo-V2.6-Distill-Qwen-9B-GGUF | Multimodal | 9B | — | 0 | Free Free | --- |
| — | Ministral-3-8B-Instruct-2512-GGUF | Multimodal | 8B | — | 0 | Price not verified View Plan | --- |
| — | SmolVLM2-256M-Video-Instruct-GGUF | Multimodal | 256M | — | 0 | Free Free | --- |
| — | Meta-Llama-3.1-8B-Instruct-Q4_0-GGUF | LLMs | 8B | — | 0 | Price not verified View Plan | --- |
| — | Mistral-Small-3.1-24B-Instruct-2503-GGUF | Multimodal | 24B | — | 0 | Price not verified View Plan | --- |
| — | NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF | LLMs | 30B | — | 0 | Price not verified View Plan | --- |
| — | gemma-3-4b-it-GGUF | Multimodal | 4B | — | 0 | Free Free | --- |
| — | GLM-4.7-Flash-GGUF | Specialized | Unknown | — | 95.7K | Free Free | --- |
| — | Qwen3-Omni-30B-A3B-Instruct-GGUF | Specialized | 30B | — | 55.1K | Price not verified View Plan | --- |
| — | Qwen3-Omni-30B-A3B-Thinking-GGUF | Specialized | 30B | — | 17.5K | Price not verified View Plan | --- |
| — | bge-m3-Q8_0-GGUF | Embeddings | Unknown | — | 11.5K | Free Free | --- |
| — | SmolVLM-256M-Instruct-GGUF | Specialized | 256M | — | 10.7K | Free Free | --- |
| — | HunyuanOCR-GGUF | Specialized | Unknown | — | 9.6K | Free Free | --- |
| — | GLM-4.6V-Flash-GGUF | Specialized | Unknown | — | 6.4K | Free Free | --- |
| — | MiniCPM-V-4.6-GGUF | Specialized | Unknown | — | 2.3K | Price not verified View Plan | --- |
| — | vocabs | Specialized | Unknown | — | 1.9K | Free Free | --- |
| — | Nemotron-3-Super-120B-GGUF | Specialized | 120B | — | 1.7K | Price not verified View Plan | --- |
| — | gemma-3-270m-GGUF | Specialized | 270M | — | 1.2K | Free Free | --- |
| — | gemma-3-4b-it-qat-GGUF | Specialized | 4B | — | 5.1K | Price not verified View Plan | --- |
| — | Qwen2.5-VL-72B-Instruct-GGUF | Specialized | 72B | — | 611 | Price not verified View Plan | --- |
| — | lev-GGUF | Specialized | Unknown | — | 0 | Free Free | --- |
| — | Laya-GGUF | Specialized | Unknown | — | 0 | Free Free | --- |
| — | Kev-4B-GGUF | Specialized | 4B | — | 0 | Free Free | --- |
| — | whisper-vad | Specialized | Unknown | — | 0 | Free Free | --- |
| — | GLM-OCR-GGUF | Specialized | Unknown | — | 0 | Free Free | --- |
| — | Julia-1-GGUF | Specialized | Unknown | — | 0 | Free Free | --- |
| — | Kev-0.8B-GGUF | Specialized | 800M | — | 0 | Free Free | --- |
| — | parakeet-GGUF | Specialized | Unknown | — | 0 | Free Free | --- |
| — | Qwen3-1.7B-GGUF | Specialized | 2B | — | 0 | Price not verified View Plan | --- |
| — | SmolLM3-3B-GGUF | Specialized | 3B | — | 0 | Free Free | --- |
| — | Qwen3-ASR-1.7B-GGUF | Specialized | 2B | — | 0 | Price not verified View Plan | --- |
| — | Qwen2.5-Omni-7B-GGUF | Specialized | 7B | — | 0 | Price not verified View Plan | --- |
| — | embeddinggemma-2-GGUF | Embeddings | Unknown | — | 0 | Price not verified View Plan | --- |
| — | embeddinggemma-300M-GGUF | Specialized | 300M | — | 0 | Free Free | --- |
| — | Nomic-Embed-Text-V2-GGUF | Embeddings | Unknown | — | 0 | Free Free | --- |
| — | Bespoke-Nimble-9B-v3-GGUF | Specialized | 9B | — | 0 | Free Free | --- |
| — | Qwen2-VL-2B-Instruct-GGUF | Specialized | 2B | — | 0 | Price not verified View Plan | --- |
| — | SmolVLM-500M-Instruct-GGUF | Specialized | 500M | — | 0 | Free Free | --- |
| — | SmolVLM2-2.2B-Instruct-GGUF | Specialized | 2B | — | 0 | Free Free | --- |
| — | Qwen3-Reranker-0.6B-Q8_0-GGUF | Specialized | 600M | — | 0 | Price not verified View Plan | --- |
| — | Qwen3-TTS-12Hz-1.7B-Base-GGUF | Specialized | 2B | — | 0 | Price not verified View Plan | --- |
| — | Kimi-VL-A3B-Thinking-2506-GGUF | Specialized | Unknown | — | 0 | Free Free | --- |
| — | SmolVLM2-500M-Video-Instruct-GGUF | Specialized | 500M | — | 0 | Free Free | --- |
| — | Devstral-2-123B-Instruct-2512-GGUF | Specialized | 123B | — | 0 | Price not verified View Plan | --- |
| — | gemma-3-270m-it-qat-GGUF | Specialized | 270M | — | 0 | Free Free | --- |
| — | moondream2-20250414-GGUF | Specialized | Unknown | — | 0 | Price not verified View Plan | --- |
| — | test-model-stories260K | Specialized | Unknown | — | 58.0K | Free Free | --- |