model-atoms
AI model definitions canonicalized — capabilities, context windows, pricing, deprecation, tool-use shape, vision support, modality.
A typed, versioned, composable library of AI model primitives — one source of truth for what a model is, what it can do, and when it goes away. Downstream runtimes stop rebuilding the same capability matrix.
- 77 model-cards · 60 active · 11 categories
- 59 models with HuggingFace download links
- 7 capability atoms (function-calling, vision, reasoning, lora, batch-processing, real-time, structured-output)
77 models
| Model | Category | Capabilities | Download / Access |
|---|---|---|---|
| moonshot/kimi-k2.6 Moonshot AI · Kimi K2 | Text Gen | ||
| moonshot/kimi-k2.5 Moonshot AI · Kimi K2 | Text Gen | ||
| zhipu/glm-4.7-flash Zhipu AI · GLM-4 | Text Gen | ||
| openai/gpt-oss-120b OpenAI · GPT OSS | Text Gen | ||
| openai/gpt-oss-20b OpenAI · GPT OSS | Text Gen | ||
| meta/llama-4-scout-17b-16e-instruct Meta · Llama 4 | Text Gen | ||
| google/gemma-4-26b-a4b-it Google · Gemma 4 | Text Gen | ||
| nvidia/nemotron-3-120b-a12b NVIDIA · Nemotron | Text Gen | ||
| ibm/granite-4.0-h-micro IBM · Granite 4.0 | Text Gen | ||
| qwen/qwen3-30b-a3b-fp8 Qwen · Qwen 3 | Text Gen | ||
| qwen/qwq-32b Qwen · QwQ | Text Gen | ||
| qwen/qwen2.5-coder-32b-instruct Qwen · Qwen 2.5 Coder | Text Gen | ||
| mistralai/mistral-small-3.1-24b-instruct MistralAI · Mistral Small 3 | Text Gen | ||
| meta/deepseek-r1-distill-qwen-32b DeepSeek · DeepSeek R1 | Text Gen | ||
| meta/llama-3.3-70b-instruct-fp8-fast Meta · Llama 3.3 | Text Gen | ||
| meta/llama-3.2-1b-instruct Meta · Llama 3.2 | Text Gen | ||
| meta/llama-3.2-3b-instruct Meta · Llama 3.2 | Text Gen | ||
| meta/llama-3.2-11b-vision-instruct Meta · Llama 3.2 | Text Gen | ||
| meta/llama-3.1-8b-instruct Meta · Llama 3.1 | Text Gen | ||
| meta/llama-3.1-8b-instruct-awq Meta · Llama 3.1 | Text Gen | ||
| meta/llama-3.1-8b-instruct-fp8 Meta · Llama 3.1 | Text Gen | ||
| meta/llama-3.1-8b-instruct-fast Meta · Llama 3.1 | Text Gen | ||
| meta/llama-3.1-70b-instruct Meta · Llama 3.1 | Text Gen | ||
| meta/meta-llama-3-8b-instruct Meta · Llama 3 | Text Gen | ||
| meta/llama-3-8b-instruct-awq Meta · Llama 3 | Text Gen | ||
| meta/llama-3-8b-instruct Meta · Llama 3 | Text Gen | ||
| meta/llama-2-7b-chat-fp16 Meta · Llama 2 | Text Gen | ||
| meta/llama-2-7b-chat-int8 Meta · Llama 2 | Text Gen | ||
| meta/llama-2-7b-chat-hf-lora Meta · Llama 2 | Text Gen | ||
| mistralai/mistral-7b-instruct-v0.2 MistralAI · Mistral 7B | Text Gen | ||
| mistralai/mistral-7b-instruct-v0.2-lora MistralAI · Mistral 7B | Text Gen | ||
| mistralai/mistral-7b-instruct-v0.1 MistralAI · Mistral 7B | Text Gen | ||
| google/gemma-3-12b-it Google · Gemma 3 | Text Gen | ||
| google/gemma-7b-it Google · Gemma | Text Gen | ||
| google/gemma-7b-it-lora Google · Gemma | Text Gen | ||
| google/gemma-2b-it-lora Google · Gemma | Text Gen | ||
| nousresearch/hermes-2-pro-mistral-7b Nous Research · Hermes 2 | Text Gen | ||
| microsoft/phi-2 Microsoft · Phi | Text Gen | ||
| defog/sqlcoder-7b-2 Defog · SQLCoder | Text Gen | ||
| aisingapore/gemma-sea-lion-v4-27b-it AI Singapore · SEA-LION | Text Gen | ||
| llava-hf/llava-1.5-7b-hf LLaVA · LLaVA 1.5 | Image→Text | ||
| unum/uform-gen2-qwen-500m Unum · UForm | Image→Text | ||
| black-forest-labs/flux-2-klein-9b Black Forest Labs · FLUX 2 | Text→Image | ||
| black-forest-labs/flux-2-klein-4b Black Forest Labs · FLUX 2 | Text→Image | ||
| black-forest-labs/flux-2-dev Black Forest Labs · FLUX 2 | Text→Image | ||
| black-forest-labs/flux-1-schnell Black Forest Labs · FLUX 1 | Text→Image | ||
| leonardo/lucid-origin Leonardo · Lucid | Text→Image | ||
| leonardo/phoenix-1.0 Leonardo · Phoenix | Text→Image | ||
| bytedance/stable-diffusion-xl-lightning ByteDance · Stable Diffusion XL Lightning | Text→Image | ||
| lykon/dreamshaper-8-lcm Lykon · DreamShaper | Text→Image | ||
| runwayml/stable-diffusion-v1-5-img2img RunwayML · Stable Diffusion v1.5 | Text→Image | ||
| runwayml/stable-diffusion-v1-5-inpainting RunwayML · Stable Diffusion v1.5 | Text→Image | ||
| stabilityai/stable-diffusion-xl-base-1.0 Stability AI · Stable Diffusion XL | Text→Image | ||
| deepgram/aura-2-en Deepgram · Aura 2 | TTS | ||
| deepgram/aura-2-es Deepgram · Aura 2 | TTS | ||
| deepgram/aura-1 Deepgram · Aura | TTS | ||
| myshell/melotts MyShell · MeloTTS | TTS | ||
| deepgram/flux Deepgram · Flux ASR | ASR | ||
| deepgram/nova-3 Deepgram · Nova | ASR | ||
| openai/whisper-large-v3-turbo OpenAI · Whisper | ASR | ||
| openai/whisper-tiny-en OpenAI · Whisper | ASR | ||
| openai/whisper OpenAI · Whisper | ASR | ||
| pfnet/plamo-embedding-1b Preferred Networks · PLaMo Embedding | Embeddings | ||
| google/embeddinggemma-300m Google · Embedding Gemma | Embeddings | ||
| qwen/qwen3-embedding-0.6b Qwen · Qwen3 Embedding | Embeddings | ||
| baai/bge-m3 BAAI · BGE | Embeddings | ||
| baai/bge-large-en-v1.5 BAAI · BGE | Embeddings | ||
| baai/bge-small-en-v1.5 BAAI · BGE | Embeddings | ||
| baai/bge-base-en-v1.5 BAAI · BGE | Embeddings | ||
| ai4bharat/indictrans2-en-indic-1B AI4Bharat · IndicTrans2 | Translation | ||
| meta/m2m100-1.2b Meta · M2M-100 | Translation | ||
| baai/bge-reranker-base BAAI · BGE | Classification | ||
| meta/llama-guard-3-8b Meta · Llama Guard | Classification | ||
| huggingface/distilbert-sst-2-int8 HuggingFace · DistilBERT | Classification | ||
| pipecat/smart-turn-v2 Pipecat · SmartTurn | Voice Activity | ||
| meta/detr-resnet-50 Meta · DETR | Object Detection | ||
| microsoft/resnet-50 Microsoft · ResNet | Image Class. |
Civilization-grade properties
- Typed — every atom validates against a JSON Schema.
- Versioned — every atom has a semver
versionfield. - Machine-readable — /exports/catalog.json is the canonical manifest.
- Composable — model compositions reference atoms by ID.
- Open — Apache-2.0 licensed.
- Durable — no external dependencies in the hot path.