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Uform Gen Chat by unum-cloud

 »  All LLMs  »  unum-cloud  »  Uform Gen Chat   URL Share it on

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  Autotrain compatible Base model:finetune:unum-cloud... Base model:unum-cloud/uform-vl... Dataset:christophschuhmann/ms ...   Dataset:huggingfacem4/vqav2   Dataset:sbu captions   Dataset:visual genome   En   Endpoints compatible   Image-captioning   Region:us   Safetensors   Sharded   Tensorflow   Visual-question-answering   Vlm
Model Card on HF 🤗: https://huggingface.co/unum-cloud/uform-gen-chat 

Uform Gen Chat Benchmarks

LLME Score: 0.13006
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Uform Gen Chat (unum-cloud/uform-gen-chat)
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Uform Gen Chat Parameters and Internals

Model Type 
image-captioning, visual-question-answering, multimodal chat
Additional Notes 
UForm-Gen-Chat is the SFT version of UForm-Gen for multimodal chat.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
MSCOCO, SBU Captions, Visual Genome, VQAv2, GQA
Methodology:
Pre-training with manually tuned Sheared-LLaMA-1.3B on instructions dataset
Model Architecture:
Two-part model: UForm Vision Encoder and Sheared-LLaMA-1.3B
LLM NameUform Gen Chat
Repository 🤗https://huggingface.co/unum-cloud/uform-gen-chat 
Base Model(s)  Uform Vl English   unum-cloud/uform-vl-english
Model Size1.5b
Required VRAM6 GB
Updated2025-09-23
Maintainerunum-cloud
Model Typevlm
Model Files  5.0 GB: 1-of-2   1.0 GB: 2-of-2
Supported Languagesen
Model ArchitectureVLMForCausalLM
Licenseapache-2.0
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Torch Data Typefloat32

Best Alternatives to Uform Gen Chat

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Uform Gen0K / 6 GB11444
Note: green Score (e.g. "73.2") means that the model is better than unum-cloud/uform-gen-chat.

Rank the Uform Gen Chat Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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