FastVLM 7B is an open-source language model by apple. Features: 7b LLM, VRAM: 15.5GB, Context: 32K, License: apple-amlr, LLM Explorer Score: 0.3.
Arxiv:2412.13303 Conversational Custom code Llava qwen2 Ml-fastvlm Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/apple/FastVLM-7B
FastVLM 7B Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
FastVLM 7B Parameters and Internals
| LLM Name | FastVLM 7B |
| Repository 🤗 | https://huggingface.co/apple/FastVLM-7B |
| Model Size | 7b |
| Required VRAM | 15.5 GB |
| Updated | 2026-04-11 |
| Maintainer | apple |
| Model Type | llava_qwen2 |
| Model Files | |
| Model Architecture | LlavaQwen2ForCausalLM |
| License | apple-amlr |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.39.3 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to FastVLM 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| HuatuoGPT Vision 7B | 128K / 15.9 GB | 680 | 25 |
| Bumblebee Light | 32K / 18.6 GB | 0 | 1 |
Rank the FastVLM 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a