FastVLM 7B by apple

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  Arxiv:2412.13303   Conversational   Custom code   Llava qwen2   Ml-fastvlm   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: 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").
FastVLM 7B (apple/FastVLM-7B)
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FastVLM 7B Parameters and Internals

LLM NameFastVLM 7B
Repository ๐Ÿค—https://huggingface.co/apple/FastVLM-7B 
Model Size7b
Required VRAM15.5 GB
Updated2025-08-31
Maintainerapple
Model Typellava_qwen2
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.6 GB: 3-of-4   1.1 GB: 4-of-4   0.0 GB
Model ArchitectureLlavaQwen2ForCausalLM
Licenseapple-amlr
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Instruction Following and Task Automation  
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Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124