{"model_id":"Qwen/Qwen2.5-7B-Instruct","name":"Qwen2.5 7B Instruct","family":"Qwen2.5","developer":"Qwen","category":"llm","release_date":"2024-09-19","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":7.61,"active_b":7.61,"architecture":"dense"},"variant":"instruct","context_length":131072,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/Qwen/Qwen2.5-7B-Instruct"],"notes":"Seed record; verify parameter count and license metadata against the model card during scheduled sync."}
{"model_id":"Qwen/Qwen3-8B","name":"Qwen3 8B","family":"Qwen3","developer":"Qwen","category":"llm","release_date":"2025-04-28","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":8.19,"active_b":8.19,"architecture":"dense"},"variant":"base/instruct hybrid","context_length":40960,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/Qwen/Qwen3-8B"],"notes":"Seed record; verify parameter count and license metadata against the model card during scheduled sync."}
{"model_id":"google/gemma-3-4b-it","name":"Gemma 3 4B IT","family":"Gemma 3","developer":"Google","category":"vlm","release_date":"2025-03-12","modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":4.3,"active_b":4.3,"architecture":"dense"},"variant":"instruction-tuned","context_length":131072,"openness":{"license":"gemma-terms-of-use","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/google/gemma-3-4b-it"],"notes":"Open-weight under Google’s Gemma terms; do not label as Apache-licensed."}
{"model_id":"meta-llama/Llama-3.2-3B-Instruct","name":"Llama 3.2 3B Instruct","family":"Llama 3.2","developer":"Meta","category":"llm","release_date":"2024-09-25","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":3.21,"active_b":3.21,"architecture":"dense"},"variant":"instruct","context_length":131072,"openness":{"license":"llama3.2","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct"],"notes":"Open-weight under Meta’s Llama license; access may require accepting the model terms."}
{"model_id":"microsoft/Phi-4-mini-instruct","name":"Phi-4 Mini Instruct","family":"Phi-4 Mini","developer":"Microsoft","category":"llm","release_date":"2025-01-10","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":3.84,"active_b":3.84,"architecture":"dense"},"variant":"instruct","context_length":131072,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/microsoft/Phi-4-mini-instruct"],"notes":"Seed record; verify deployment backends independently before marking a device verified."}
{"model_id":"allenai/OLMo-2-1124-7B-Instruct","name":"OLMo 2 7B Instruct","family":"OLMo 2","developer":"Allen Institute for AI","category":"llm","release_date":"2024-11-14","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":7.3,"active_b":7.3,"architecture":"dense"},"variant":"instruct","context_length":4096,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/allenai/OLMo-2-1124-7B-Instruct"],"notes":"Included as a transparency-oriented reference family."}
{"model_id":"HuggingFaceTB/SmolLM2-1.7B-Instruct","name":"SmolLM2 1.7B Instruct","family":"SmolLM2","developer":"Hugging Face","category":"llm","release_date":"2024-10-01","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":1.71,"active_b":1.71,"architecture":"dense"},"variant":"instruct","context_length":8192,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct"],"notes":"Small-model baseline for local and edge deployment experiments."}
{"model_id":"mistralai/Mistral-7B-Instruct-v0.3","name":"Mistral 7B Instruct v0.3","family":"Mistral 7B","developer":"Mistral AI","category":"llm","release_date":"2024-05-22","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":7.24,"active_b":7.24,"architecture":"dense"},"variant":"instruct","context_length":32768,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"limited","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3"],"notes":"Reference dense model for comparing local inference tradeoffs."}
{"model_id":"Qwen/Qwen2.5-VL-3B-Instruct","name":"Qwen2.5-VL 3B Instruct","family":"Qwen2.5-VL","developer":"Qwen","category":"vlm","release_date":"2025-01-28","modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":3.75,"active_b":3.75,"architecture":"dense"},"variant":"instruct","context_length":32768,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct"],"notes":"Multimodal seed record; runtime memory must include the vision component."}
{"model_id":"HuggingFaceTB/SmolVLM-500M-Instruct","name":"SmolVLM 500M Instruct","family":"SmolVLM","developer":"Hugging Face","category":"vlm","release_date":"2024-11-01","modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":0.5,"active_b":0.5,"architecture":"dense"},"variant":"instruct","context_length":8192,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/HuggingFaceTB/SmolVLM-500M-Instruct"],"notes":"Edge-oriented multimodal seed record."}
{"model_id":"microsoft/Florence-2-base","name":"Florence-2 Base","family":"Florence-2","developer":"Microsoft","category":"ocr-vision","release_date":"2024-06-27","modalities":{"inputs":["image","text"],"outputs":["text","boxes","masks"]},"parameters":{"total_b":0.23,"active_b":0.23,"architecture":"encoder-decoder"},"variant":"base","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"sources":["https://huggingface.co/microsoft/Florence-2-base"],"notes":"Vision-language foundation model with captioning, OCR, detection, and segmentation tasks."}
{"model_id":"Qwen/Qwen3-0.6B","name":"Qwen3 0.6B","family":"Qwen3","developer":"Qwen","category":"llm","release_date":"2025-04-28","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":0.75,"active_b":0.75,"architecture":"dense"},"variant":"base/instruct hybrid","context_length":40960,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3-0.6B"],"notes":"Official Qwen3 dense checkpoint; safetensors metadata reports approximately 0.75B parameters."}
{"model_id":"Qwen/Qwen3-1.7B","name":"Qwen3 1.7B","family":"Qwen3","developer":"Qwen","category":"llm","release_date":"2025-04-28","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":2.03,"active_b":2.03,"architecture":"dense"},"variant":"base/instruct hybrid","context_length":40960,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3-1.7B"],"notes":"Official Qwen3 dense checkpoint; safetensors metadata reports approximately 2.03B parameters."}
{"model_id":"Qwen/Qwen3-4B","name":"Qwen3 4B","family":"Qwen3","developer":"Qwen","category":"llm","release_date":"2025-04-28","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":4.02,"active_b":4.02,"architecture":"dense"},"variant":"base/instruct hybrid","context_length":40960,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3-4B"],"notes":"Official Qwen3 dense checkpoint; safetensors metadata reports approximately 4.02B parameters."}
{"model_id":"Qwen/Qwen2.5-Coder-0.5B-Instruct","name":"Qwen2.5-Coder 0.5B Instruct","family":"Qwen2.5-Coder","developer":"Qwen","category":"coding","release_date":null,"modalities":{"inputs":["text"],"outputs":["text","code"]},"parameters":{"total_b":0.49,"active_b":0.49,"architecture":"dense"},"variant":"instruct","context_length":32768,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct"],"notes":"Official Qwen coding checkpoint; safetensors metadata reports approximately 0.49B parameters."}
{"model_id":"Qwen/Qwen2.5-Coder-1.5B-Instruct","name":"Qwen2.5-Coder 1.5B Instruct","family":"Qwen2.5-Coder","developer":"Qwen","category":"coding","release_date":null,"modalities":{"inputs":["text"],"outputs":["text","code"]},"parameters":{"total_b":1.54,"active_b":1.54,"architecture":"dense"},"variant":"instruct","context_length":32768,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct"],"notes":"Official Qwen coding checkpoint; safetensors metadata reports approximately 1.54B parameters."}
{"model_id":"Qwen/Qwen2.5-Coder-3B-Instruct","name":"Qwen2.5-Coder 3B Instruct","family":"Qwen2.5-Coder","developer":"Qwen","category":"coding","release_date":null,"modalities":{"inputs":["text"],"outputs":["text","code"]},"parameters":{"total_b":3.09,"active_b":3.09,"architecture":"dense"},"variant":"instruct","context_length":32768,"openness":{"license":"other","commercial_use":false,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"U"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen2.5-Coder-3B-Instruct"],"notes":"Hugging Face reports an 'other' license for this checkpoint; included but deliberately marked unverified until the license text is classified."}
{"model_id":"Qwen/Qwen2.5-Coder-7B-Instruct","name":"Qwen2.5-Coder 7B Instruct","family":"Qwen2.5-Coder","developer":"Qwen","category":"coding","release_date":null,"modalities":{"inputs":["text"],"outputs":["text","code"]},"parameters":{"total_b":7.62,"active_b":7.62,"architecture":"dense"},"variant":"instruct","context_length":32768,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct"],"notes":"Official Qwen coding checkpoint; safetensors metadata reports approximately 7.62B parameters."}
{"model_id":"google/gemma-3-1b-it","name":"Gemma 3 1B IT","family":"Gemma 3","developer":"Google","category":"llm","release_date":"2025-03-12","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":1.0,"active_b":1.0,"architecture":"dense"},"variant":"instruction-tuned","context_length":32768,"openness":{"license":"gemma-terms-of-use","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/google/gemma-3-1b-it"],"notes":"Text-only Gemma 3 checkpoint under Google’s Gemma terms."}
{"model_id":"google/gemma-2-2b-it","name":"Gemma 2 2B IT","family":"Gemma 2","developer":"Google","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":2.61,"active_b":2.61,"architecture":"dense"},"variant":"instruction-tuned","context_length":8192,"openness":{"license":"gemma-terms-of-use","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/google/gemma-2-2b-it"],"notes":"Open-weight under Google’s Gemma terms."}
{"model_id":"google/gemma-2-9b-it","name":"Gemma 2 9B IT","family":"Gemma 2","developer":"Google","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":9.24,"active_b":9.24,"architecture":"dense"},"variant":"instruction-tuned","context_length":8192,"openness":{"license":"gemma-terms-of-use","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/google/gemma-2-9b-it"],"notes":"Open-weight under Google’s Gemma terms."}
{"model_id":"microsoft/Phi-3-mini-4k-instruct","name":"Phi-3 Mini 4K Instruct","family":"Phi-3","developer":"Microsoft","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":3.82,"active_b":3.82,"architecture":"dense"},"variant":"instruct","context_length":4096,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/microsoft/Phi-3-mini-4k-instruct"],"notes":"Microsoft Phi-3 small-model baseline under MIT."}
{"model_id":"microsoft/Phi-3.5-mini-instruct","name":"Phi-3.5 Mini Instruct","family":"Phi-3.5","developer":"Microsoft","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":3.82,"active_b":3.82,"architecture":"dense"},"variant":"instruct","context_length":131072,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/microsoft/Phi-3.5-mini-instruct"],"notes":"Microsoft Phi-3.5 small-model checkpoint under MIT."}
{"model_id":"deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B","name":"DeepSeek-R1 Distill Qwen 1.5B","family":"DeepSeek-R1 Distill","developer":"DeepSeek","category":"llm","release_date":"2025-01-20","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":1.78,"active_b":1.78,"architecture":"dense"},"variant":"reasoning distill","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B"],"notes":"Reasoning distillation checkpoint; safetensors metadata reports approximately 1.78B parameters."}
{"model_id":"deepseek-ai/DeepSeek-R1-Distill-Qwen-7B","name":"DeepSeek-R1 Distill Qwen 7B","family":"DeepSeek-R1 Distill","developer":"DeepSeek","category":"llm","release_date":"2025-01-20","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":7.62,"active_b":7.62,"architecture":"dense"},"variant":"reasoning distill","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B"],"notes":"Reasoning distillation checkpoint; safetensors metadata reports approximately 7.62B parameters."}
{"model_id":"deepseek-ai/DeepSeek-R1-Distill-Llama-8B","name":"DeepSeek-R1 Distill Llama 8B","family":"DeepSeek-R1 Distill","developer":"DeepSeek","category":"llm","release_date":"2025-01-20","modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":8.03,"active_b":8.03,"architecture":"dense"},"variant":"reasoning distill","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B"],"notes":"Reasoning distillation checkpoint; safetensors metadata reports approximately 8.03B parameters."}
{"model_id":"ibm-granite/granite-3.3-2b-instruct","name":"Granite 3.3 2B Instruct","family":"Granite 3.3","developer":"IBM","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":2.53,"active_b":2.53,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/ibm-granite/granite-3.3-2b-instruct"],"notes":"IBM Granite checkpoint; safetensors metadata reports approximately 2.53B parameters."}
{"model_id":"ibm-granite/granite-3.3-8b-instruct","name":"Granite 3.3 8B Instruct","family":"Granite 3.3","developer":"IBM","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":8.17,"active_b":8.17,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/ibm-granite/granite-3.3-8b-instruct"],"notes":"IBM Granite checkpoint; safetensors metadata reports approximately 8.17B parameters."}
{"model_id":"ibm-granite/granite-4.0-micro","name":"Granite 4.0 Micro","family":"Granite 4.0","developer":"IBM","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":3.4,"active_b":3.4,"architecture":"hybrid MoE"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/ibm-granite/granite-4.0-micro"],"notes":"IBM Granite 4.0 hybrid architecture; total parameter count is based on official safetensors metadata."}
{"model_id":"ibm-granite/granite-4.0-1b","name":"Granite 4.0 1B","family":"Granite 4.0","developer":"IBM","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":1.63,"active_b":1.63,"architecture":"dense"},"variant":"base/instruct checkpoint","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/ibm-granite/granite-4.0-1b"],"notes":"IBM Granite 4.0 checkpoint; safetensors metadata reports approximately 1.63B parameters."}
{"model_id":"allenai/OLMoE-1B-7B-0924","name":"OLMoE 1B Active / 7B Total","family":"OLMoE","developer":"Allen Institute for AI","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":6.92,"active_b":1.0,"architecture":"MoE"},"variant":"base","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/allenai/OLMoE-1B-7B-0924"],"notes":"MoE record intentionally stores total and active parameters separately; total remains below the 12B cutoff."}
{"model_id":"allenai/OLMo-2-1124-7B","name":"OLMo 2 7B Base","family":"OLMo 2","developer":"Allen Institute for AI","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":7.3,"active_b":7.3,"architecture":"dense"},"variant":"base","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/allenai/OLMo-2-1124-7B"],"notes":"Open-training reference checkpoint; safetensors metadata reports approximately 7.3B parameters."}
{"model_id":"state-spaces/mamba-2.8b","name":"Mamba 2.8B","family":"Mamba","developer":"State Spaces","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":2.77,"active_b":2.77,"architecture":"state-space"},"variant":"base","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"limited","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/state-spaces/mamba-2.8b"],"notes":"State-space language model included to distinguish architecture from transformer-only catalogs."}
{"model_id":"EleutherAI/pythia-6.9b","name":"Pythia 6.9B","family":"Pythia","developer":"EleutherAI","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":6.86,"active_b":6.86,"architecture":"dense"},"variant":"base","context_length":2048,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/EleutherAI/pythia-6.9b"],"notes":"Historical transparency and scaling-study baseline."}
{"model_id":"tiiuae/Falcon3-7B-Instruct","name":"Falcon 3 7B Instruct","family":"Falcon 3","developer":"Technology Innovation Institute","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":7.46,"active_b":7.46,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"falcon-llm-license","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/tiiuae/Falcon3-7B-Instruct"],"notes":"Open-weight under the Falcon license; commercial-use terms require reading the license text."}
{"model_id":"tiiuae/Falcon3-10B-Instruct","name":"Falcon 3 10B Instruct","family":"Falcon 3","developer":"Technology Innovation Institute","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":10.31,"active_b":10.31,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"falcon-llm-license","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/tiiuae/Falcon3-10B-Instruct"],"notes":"Open-weight under the Falcon license; commercial-use terms require reading the license text."}
{"model_id":"01-ai/Yi-1.5-6B-Chat","name":"Yi 1.5 6B Chat","family":"Yi 1.5","developer":"01.AI","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":6.06,"active_b":6.06,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/01-ai/Yi-1.5-6B-Chat"],"notes":"Apache-licensed bilingual chat checkpoint."}
{"model_id":"01-ai/Yi-1.5-9B-Chat","name":"Yi 1.5 9B Chat","family":"Yi 1.5","developer":"01.AI","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":8.83,"active_b":8.83,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/01-ai/Yi-1.5-9B-Chat"],"notes":"Apache-licensed bilingual chat checkpoint."}
{"model_id":"bigscience/bloom-7b1","name":"BLOOM 7B1","family":"BLOOM","developer":"BigScience","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":7.07,"active_b":7.07,"architecture":"dense"},"variant":"base","context_length":2048,"openness":{"license":"bigscience-bloom-rail-1.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/bigscience/bloom-7b1"],"notes":"Multilingual open-weight model under BigScience RAIL terms."}
{"model_id":"bigcode/starcoder2-3b","name":"StarCoder2 3B","family":"StarCoder2","developer":"BigCode","category":"coding","release_date":null,"modalities":{"inputs":["text"],"outputs":["text","code"]},"parameters":{"total_b":3.03,"active_b":3.03,"architecture":"dense"},"variant":"base","context_length":16384,"openness":{"license":"bigcode-openrail-m","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/bigcode/starcoder2-3b"],"notes":"Code model trained from the BigCode ecosystem; license contains use restrictions beyond permissive software licenses."}
{"model_id":"bigcode/starcoder2-7b","name":"StarCoder2 7B","family":"StarCoder2","developer":"BigCode","category":"coding","release_date":null,"modalities":{"inputs":["text"],"outputs":["text","code"]},"parameters":{"total_b":7.17,"active_b":7.17,"architecture":"dense"},"variant":"base","context_length":16384,"openness":{"license":"bigcode-openrail-m","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/bigcode/starcoder2-7b"],"notes":"Code model trained from the BigCode ecosystem; license contains use restrictions beyond permissive software licenses."}
{"model_id":"TinyLlama/TinyLlama-1.1B-Chat-v1.0","name":"TinyLlama 1.1B Chat","family":"TinyLlama","developer":"TinyLlama community","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":1.1,"active_b":1.1,"architecture":"dense"},"variant":"chat","context_length":2048,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0"],"notes":"Small Apache-licensed chat model with an openly described training recipe."}
{"model_id":"HuggingFaceTB/SmolLM3-3B","name":"SmolLM3 3B","family":"SmolLM3","developer":"Hugging Face","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":3.08,"active_b":3.08,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/HuggingFaceTB/SmolLM3-3B"],"notes":"Small-model baseline; safetensors metadata reports approximately 3.08B parameters."}
{"model_id":"CohereForAI/c4ai-command-r7b-12-2024","name":"Command R7B 12-2024","family":"Command R","developer":"Cohere Labs","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":8.03,"active_b":8.03,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"cc-by-nc-4.0","commercial_use":false,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"D"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/CohereForAI/c4ai-command-r7b-12-2024"],"notes":"Included for completeness but explicitly marked noncommercial; do not present as permissively open source."}
{"model_id":"Qwen/Qwen2-VL-2B-Instruct","name":"Qwen2-VL 2B Instruct","family":"Qwen2-VL","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":2.21,"active_b":2.21,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct"],"notes":"Multimodal Qwen checkpoint; runtime memory includes the vision components."}
{"model_id":"Qwen/Qwen2-VL-7B-Instruct","name":"Qwen2-VL 7B Instruct","family":"Qwen2-VL","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":8.29,"active_b":8.29,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct"],"notes":"Multimodal Qwen checkpoint; runtime memory includes the vision components."}
{"model_id":"Qwen/Qwen2.5-VL-7B-Instruct","name":"Qwen2.5-VL 7B Instruct","family":"Qwen2.5-VL","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":8.29,"active_b":8.29,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct"],"notes":"Multimodal Qwen checkpoint; runtime memory includes the vision components."}
{"model_id":"google/gemma-4-E2B","name":"Gemma 4 E2B","family":"Gemma 4","developer":"Google","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","audio"],"outputs":["text"]},"parameters":{"total_b":5.12,"active_b":null,"architecture":"dense"},"variant":"base/multimodal","context_length":131072,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/google/gemma-4-E2B"],"notes":"Gemma 4’s card distinguishes 2.3B effective parameters from approximately 5.1B including embeddings; registry uses total parameters for the cutoff."}
{"model_id":"google/gemma-4-E4B","name":"Gemma 4 E4B","family":"Gemma 4","developer":"Google","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","audio"],"outputs":["text"]},"parameters":{"total_b":8.0,"active_b":null,"architecture":"dense"},"variant":"base/multimodal","context_length":131072,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/google/gemma-4-E4B"],"notes":"Gemma 4’s card distinguishes 4.5B effective parameters from approximately 8.0B including embeddings; registry uses total parameters for the cutoff."}
{"model_id":"mistralai/Ministral-3-3B-Instruct-2512-BF16","name":"Ministral 3 3B Instruct BF16","family":"Ministral 3","developer":"Mistral AI","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":3.85,"active_b":3.85,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/mistralai/Ministral-3-3B-Instruct-2512-BF16"],"notes":"BF16 official checkpoint; the separate FP8 artifact is intentionally not used as the primary record."}
{"model_id":"mistralai/Ministral-3-8B-Instruct-2512-BF16","name":"Ministral 3 8B Instruct BF16","family":"Ministral 3","developer":"Mistral AI","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":8.92,"active_b":8.92,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512-BF16"],"notes":"BF16 official checkpoint; the separate FP8 artifact is intentionally not used as the primary record."}
{"model_id":"microsoft/phi-3.5-vision-instruct","name":"Phi-3.5 Vision Instruct","family":"Phi-3.5 Vision","developer":"Microsoft","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":4.15,"active_b":4.15,"architecture":"dense"},"variant":"instruct","context_length":131072,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/microsoft/phi-3.5-vision-instruct"],"notes":"Microsoft multimodal checkpoint under MIT."}
{"model_id":"microsoft/Phi-4-multimodal-instruct","name":"Phi-4 Multimodal Instruct","family":"Phi-4 Multimodal","developer":"Microsoft","category":"audio","release_date":null,"modalities":{"inputs":["text","image","audio"],"outputs":["text","audio"]},"parameters":{"total_b":5.57,"active_b":5.57,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/microsoft/Phi-4-multimodal-instruct"],"notes":"Official multimodal/audio checkpoint; safetensors metadata reports approximately 5.57B parameters."}
{"model_id":"google/paligemma2-3b-pt-224","name":"PaliGemma 2 3B PT 224","family":"PaliGemma 2","developer":"Google","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":3.03,"active_b":3.03,"architecture":"encoder-decoder"},"variant":"pretrained","context_length":null,"openness":{"license":"gemma-terms-of-use","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/google/paligemma2-3b-pt-224"],"notes":"Open-weight vision-language checkpoint under Google’s Gemma terms."}
{"model_id":"google/paligemma2-10b-pt-224","name":"PaliGemma 2 10B PT 224","family":"PaliGemma 2","developer":"Google","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":9.66,"active_b":9.66,"architecture":"encoder-decoder"},"variant":"pretrained","context_length":null,"openness":{"license":"gemma-terms-of-use","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"C"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/google/paligemma2-10b-pt-224"],"notes":"Open-weight vision-language checkpoint under Google’s Gemma terms."}
{"model_id":"HuggingFaceTB/SmolVLM-256M-Instruct","name":"SmolVLM 256M Instruct","family":"SmolVLM","developer":"Hugging Face","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":0.26,"active_b":0.26,"architecture":"dense"},"variant":"instruct","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/HuggingFaceTB/SmolVLM-256M-Instruct"],"notes":"Very small multimodal checkpoint; safetensors metadata reports approximately 0.26B parameters."}
{"model_id":"allenai/Molmo-7B-D-0924","name":"Molmo 7B D 0924","family":"Molmo","developer":"Allen Institute for AI","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":8.02,"active_b":8.02,"architecture":"dense"},"variant":"instruction-tuned","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/allenai/Molmo-7B-D-0924"],"notes":"Apache-licensed open multimodal model with unusually transparent training materials."}
{"model_id":"OpenGVLab/InternVL2-2B","name":"InternVL2 2B","family":"InternVL2","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":2.21,"active_b":2.21,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL2-2B"],"notes":"MIT-licensed multimodal checkpoint."}
{"model_id":"OpenGVLab/InternVL2-4B","name":"InternVL2 4B","family":"InternVL2","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":4.15,"active_b":4.15,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL2-4B"],"notes":"MIT-licensed multimodal checkpoint."}
{"model_id":"OpenGVLab/InternVL2-8B","name":"InternVL2 8B","family":"InternVL2","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":8.08,"active_b":8.08,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL2-8B"],"notes":"MIT-licensed multimodal checkpoint."}
{"model_id":"OpenGVLab/InternVL3-2B","name":"InternVL3 2B","family":"InternVL3","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":2.09,"active_b":2.09,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL3-2B"],"notes":"Apache-licensed multimodal checkpoint."}
{"model_id":"OpenGVLab/InternVL3-8B","name":"InternVL3 8B","family":"InternVL3","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":7.94,"active_b":7.94,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL3-8B"],"notes":"Apache-licensed multimodal checkpoint."}
{"model_id":"openbmb/MiniCPM-V-4_5","name":"MiniCPM-V 4.5","family":"MiniCPM-V","developer":"OpenBMB","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":8.7,"active_b":8.7,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/openbmb/MiniCPM-V-4_5"],"notes":"Apache-licensed multimodal model with image, video, and OCR tags on the official card."}
{"model_id":"openbmb/MiniCPM-o-2_6","name":"MiniCPM-o 2.6","family":"MiniCPM-o","developer":"OpenBMB","category":"audio","release_date":null,"modalities":{"inputs":["text","image","audio","video"],"outputs":["text","audio"]},"parameters":{"total_b":8.67,"active_b":8.67,"architecture":"dense"},"variant":"omni","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/openbmb/MiniCPM-o-2_6"],"notes":"Apache-licensed omni model; modalities include audio, image, video, and text."}
{"model_id":"HuggingFaceM4/idefics2-8b","name":"Idefics2 8B","family":"Idefics2","developer":"Hugging Face M4","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":8.4,"active_b":8.4,"architecture":"dense"},"variant":"base","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/HuggingFaceM4/idefics2-8b"],"notes":"Open multimodal checkpoint from Hugging Face M4; safetensors metadata reports approximately 8.4B parameters."}
{"model_id":"vikhyatk/moondream2","name":"Moondream2","family":"Moondream","developer":"Moondream","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":1.93,"active_b":1.93,"architecture":"dense"},"variant":"instruction-tuned","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/vikhyatk/moondream2"],"notes":"Small Apache-licensed image understanding model; safetensors metadata reports approximately 1.93B parameters."}
{"model_id":"microsoft/kosmos-2-patch14-224","name":"KOSMOS-2 Patch14 224","family":"KOSMOS-2","developer":"Microsoft","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text","boxes"]},"parameters":{"total_b":1.66,"active_b":1.66,"architecture":"dense"},"variant":"base","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/microsoft/kosmos-2-patch14-224"],"notes":"MIT-licensed multimodal grounding and image-captioning checkpoint."}
{"model_id":"stepfun-ai/GOT-OCR2_0","name":"GOT-OCR 2.0","family":"GOT-OCR","developer":"StepFun","category":"ocr-vision","release_date":null,"modalities":{"inputs":["image","text"],"outputs":["text"]},"parameters":{"total_b":0.72,"active_b":0.72,"architecture":"vision-language"},"variant":"ocr","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/stepfun-ai/GOT-OCR2_0"],"notes":"OCR-specialist checkpoint; official Hub metadata reports approximately 0.7B parameters."}
{"model_id":"PaddlePaddle/PaddleOCR-VL","name":"PaddleOCR-VL","family":"PaddleOCR-VL","developer":"PaddlePaddle","category":"ocr-vision","release_date":null,"modalities":{"inputs":["image","text"],"outputs":["text","boxes"]},"parameters":{"total_b":0.96,"active_b":0.96,"architecture":"vision-language"},"variant":"document parsing","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/PaddlePaddle/PaddleOCR-VL"],"notes":"Document-parsing and OCR specialist; safetensors metadata reports approximately 0.96B parameters."}
{"model_id":"deepseek-ai/DeepSeek-OCR","name":"DeepSeek-OCR","family":"DeepSeek-OCR","developer":"DeepSeek","category":"ocr-vision","release_date":null,"modalities":{"inputs":["image","text"],"outputs":["text"]},"parameters":{"total_b":3.34,"active_b":3.34,"architecture":"vision-language"},"variant":"ocr","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/deepseek-ai/DeepSeek-OCR"],"notes":"MIT-licensed OCR-specialist checkpoint; safetensors metadata reports approximately 3.34B parameters."}
{"model_id":"rednote-hilab/dots.ocr","name":"dots.ocr","family":"dots.ocr","developer":"RedNote HiLab","category":"ocr-vision","release_date":null,"modalities":{"inputs":["image","text"],"outputs":["text","boxes"]},"parameters":{"total_b":3.04,"active_b":3.04,"architecture":"vision-language"},"variant":"document parsing","context_length":null,"openness":{"license":"mit","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/rednote-hilab/dots.ocr"],"notes":"MIT-licensed document parsing checkpoint with layout and table extraction tags."}
{"model_id":"Qwen/Qwen3.5-4B","name":"Qwen3.5 4B","family":"Qwen3.5","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":4.66,"active_b":4.66,"architecture":"dense"},"variant":"instruct","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3.5-4B"],"notes":"Current official Qwen3.5 multimodal checkpoint; safetensors metadata reports approximately 4.66B parameters."}
{"model_id":"Qwen/Qwen3.5-9B","name":"Qwen3.5 9B","family":"Qwen3.5","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":9.65,"active_b":9.65,"architecture":"dense"},"variant":"instruct","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3.5-9B"],"notes":"Current official Qwen3.5 multimodal checkpoint; safetensors metadata reports approximately 9.65B parameters."}
{"model_id":"Qwen/Qwen3-VL-2B-Instruct","name":"Qwen3-VL 2B Instruct","family":"Qwen3-VL","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":2.13,"active_b":2.13,"architecture":"dense"},"variant":"instruct","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3-VL-2B-Instruct"],"notes":"Official Qwen3-VL dense checkpoint; multimodal runtime memory includes vision and video components."}
{"model_id":"Qwen/Qwen3-VL-4B-Instruct","name":"Qwen3-VL 4B Instruct","family":"Qwen3-VL","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":4.44,"active_b":4.44,"architecture":"dense"},"variant":"instruct","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct"],"notes":"Official Qwen3-VL dense checkpoint; multimodal runtime memory includes vision and video components."}
{"model_id":"Qwen/Qwen3-VL-8B-Instruct","name":"Qwen3-VL 8B Instruct","family":"Qwen3-VL","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image","video"],"outputs":["text"]},"parameters":{"total_b":8.77,"active_b":8.77,"architecture":"dense"},"variant":"instruct","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct"],"notes":"Official Qwen3-VL dense checkpoint; multimodal runtime memory includes vision and video components."}
{"model_id":"OpenGVLab/InternVL3_5-1B","name":"InternVL3.5 1B","family":"InternVL3.5","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":1.06,"active_b":1.06,"architecture":"dense"},"variant":"chat","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL3_5-1B"],"notes":"Official InternVL3.5 edge checkpoint; total includes the vision component."}
{"model_id":"OpenGVLab/InternVL3_5-2B","name":"InternVL3.5 2B","family":"InternVL3.5","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":2.35,"active_b":2.35,"architecture":"dense"},"variant":"chat","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL3_5-2B"],"notes":"Official InternVL3.5 edge checkpoint; total includes the vision component."}
{"model_id":"OpenGVLab/InternVL3_5-4B","name":"InternVL3.5 4B","family":"InternVL3.5","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":4.73,"active_b":4.73,"architecture":"dense"},"variant":"chat","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL3_5-4B"],"notes":"Official InternVL3.5 checkpoint; total includes the vision component."}
{"model_id":"OpenGVLab/InternVL3_5-8B","name":"InternVL3.5 8B","family":"InternVL3.5","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":8.53,"active_b":8.53,"architecture":"dense"},"variant":"chat","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/OpenGVLab/InternVL3_5-8B"],"notes":"Official InternVL3.5 checkpoint; total includes the vision component."}
{"model_id":"PaddlePaddle/PaddleOCR-VL-1.6","name":"PaddleOCR-VL 1.6","family":"PaddleOCR-VL","developer":"PaddlePaddle","category":"ocr-vision","release_date":null,"modalities":{"inputs":["image","text"],"outputs":["text","boxes"]},"parameters":{"total_b":0.96,"active_b":0.96,"architecture":"vision-language"},"variant":"document parsing","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/PaddlePaddle/PaddleOCR-VL-1.6"],"notes":"Current official PaddleOCR-VL release; safetensors metadata reports approximately 0.96B parameters."}
{"model_id":"HuggingFaceTB/SmolLM2-135M","name":"SmolLM2 135M","family":"SmolLM2","developer":"Hugging Face","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":0.13,"active_b":0.13,"architecture":"dense"},"variant":"base","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/HuggingFaceTB/SmolLM2-135M"],"notes":"Smallest SmolLM2 base checkpoint; safetensors metadata reports approximately 0.13B parameters."}
{"model_id":"HuggingFaceTB/SmolLM2-360M","name":"SmolLM2 360M","family":"SmolLM2","developer":"Hugging Face","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":0.36,"active_b":0.36,"architecture":"dense"},"variant":"base","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/HuggingFaceTB/SmolLM2-360M"],"notes":"Small SmolLM2 base checkpoint; safetensors metadata reports approximately 0.36B parameters."}
{"model_id":"HuggingFaceTB/SmolLM2-1.7B","name":"SmolLM2 1.7B","family":"SmolLM2","developer":"Hugging Face","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":1.71,"active_b":1.71,"architecture":"dense"},"variant":"base","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B"],"notes":"SmolLM2 base checkpoint; safetensors metadata reports approximately 1.71B parameters."}
{"model_id":"Qwen/Qwen3.5-0.8B","name":"Qwen3.5 0.8B","family":"Qwen3.5","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":0.87,"active_b":0.87,"architecture":"dense"},"variant":"instruct","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3.5-0.8B"],"notes":"Current official Qwen3.5 edge checkpoint; safetensors metadata reports approximately 0.87B parameters."}
{"model_id":"Qwen/Qwen3.5-2B","name":"Qwen3.5 2B","family":"Qwen3.5","developer":"Qwen","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":2.27,"active_b":2.27,"architecture":"dense"},"variant":"instruct","openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-12","sources":["https://huggingface.co/Qwen/Qwen3.5-2B"],"notes":"Current official Qwen3.5 edge checkpoint; safetensors metadata reports approximately 2.27B parameters."}
{"model_id":"OpenGVLab/InternVL3-1B","name":"InternVL3 1B","family":"InternVL3","developer":"OpenGVLab","category":"vlm","release_date":null,"modalities":{"inputs":["text","image"],"outputs":["text"]},"parameters":{"total_b":0.94,"active_b":0.94,"architecture":"dense"},"variant":"chat","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-15","sources":["https://huggingface.co/OpenGVLab/InternVL3-1B"],"notes":"Official Apache-licensed InternVL3 edge checkpoint; the model card identifies a 300M vision component and Qwen2.5-0.5B language component."}
{"model_id":"HuggingFaceTB/SmolLM-135M","name":"SmolLM 135M","family":"SmolLM","developer":"Hugging Face","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":0.13,"active_b":0.13,"architecture":"dense"},"variant":"base","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-15","sources":["https://huggingface.co/HuggingFaceTB/SmolLM-135M"],"notes":"Original SmolLM base checkpoint; included as a tiny edge-model baseline."}
{"model_id":"HuggingFaceTB/SmolLM-360M","name":"SmolLM 360M","family":"SmolLM","developer":"Hugging Face","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":0.36,"active_b":0.36,"architecture":"dense"},"variant":"base","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-15","sources":["https://huggingface.co/HuggingFaceTB/SmolLM-360M"],"notes":"Original SmolLM base checkpoint; included as a tiny edge-model baseline."}
{"model_id":"HuggingFaceTB/SmolLM-1.7B","name":"SmolLM 1.7B","family":"SmolLM","developer":"Hugging Face","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":1.71,"active_b":1.71,"architecture":"dense"},"variant":"base","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":true,"training_data_disclosed":"substantial","grade":"A"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":true,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-15","sources":["https://huggingface.co/HuggingFaceTB/SmolLM-1.7B"],"notes":"Original SmolLM base checkpoint; included alongside SmolLM2 to preserve family history."}
{"model_id":"HuggingFaceTB/SmolLM3-3B-Base","name":"SmolLM3 3B Base","family":"SmolLM3","developer":"Hugging Face","category":"llm","release_date":null,"modalities":{"inputs":["text"],"outputs":["text"]},"parameters":{"total_b":3.08,"active_b":3.08,"architecture":"dense"},"variant":"base","context_length":null,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":false,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-15","sources":["https://huggingface.co/HuggingFaceTB/SmolLM3-3B-Base"],"notes":"Official Apache-licensed SmolLM3 base checkpoint; keep separate from the instruct variant if one is later added."}
{"model_id":"PaddlePaddle/PaddleOCR-VL-1.5","name":"PaddleOCR-VL 1.5","family":"PaddleOCR-VL","developer":"PaddlePaddle","category":"ocr-vision","release_date":"2026-01-29","modalities":{"inputs":["image","text"],"outputs":["text","boxes"]},"parameters":{"total_b":0.96,"active_b":0.96,"architecture":"vision-language"},"variant":"document parsing","context_length":131072,"openness":{"license":"apache-2.0","commercial_use":true,"weights_available":true,"inference_code_available":true,"training_code_available":false,"training_data_disclosed":"partial","grade":"B"},"deployment":{"transformers":true,"llama_cpp":true,"mlx":false,"android_verified":false,"ios_verified":false},"official_checkpoint":true,"last_verified":"2026-07-15","sources":["https://huggingface.co/PaddlePaddle/PaddleOCR-VL-1.5"],"notes":"Official Apache-licensed 0.9B-class document parser supporting OCR, tables, formulas, charts, seals, and spotting."}