Microsoft Git Base Textvqa Bnb 4bit Smashed by PrunaAI

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  4-bit   4bit   Autotrain compatible Base model:microsoft/git-base-... Base model:quantized:microsoft...   Bitsandbytes   Endpoints compatible   Git   Pruna-ai   Quantized   Region:us   Safetensors

Microsoft Git Base Textvqa Bnb 4bit Smashed Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Microsoft Git Base Textvqa Bnb 4bit Smashed (PrunaAI/microsoft-git-base-textvqa-bnb-4bit-smashed)

Microsoft Git Base Textvqa Bnb 4bit Smashed Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Limitations:
Model output quality may vary from the base model
Training Details 
Data Sources:
WikiText
Methodology:
compressed with llm-int8
Input Output 
Input Format:
Expected to work with inputs similar to microsoft/git-base-textvqa
Accepted Modalities:
text
Output Format:
Text response
Performance Tips:
Run the efficiency tests directly under use case conditions.
LLM NameMicrosoft Git Base Textvqa Bnb 4bit Smashed
Repository ๐Ÿค—https://huggingface.co/PrunaAI/microsoft-git-base-textvqa-bnb-4bit-smashed 
Base Model(s)  Git Base Textvqa   microsoft/git-base-textvqa
Model Size103.8m
Required VRAM0.1 GB
Updated2024-10-31
MaintainerPrunaAI
Model Typegit
Model Files  0.1 GB
Quantization Type4bit
Model ArchitectureGitForCausalLM
Context Length1024
Model Max Length1024
Transformers Version4.40.0
Tokenizer ClassBertTokenizer
Padding Token[PAD]
Vocabulary Size30522
Torch Data Typefloat16

Rank the Microsoft Git Base Textvqa Bnb 4bit Smashed 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 v20241227