Cogvlm2 Llama3 Chat 19B Int4 by THUDM

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  Arxiv:2311.03079   4-bit   Autotrain compatible   Bitsandbytes   Chat   Cogvlm2   Conversational   Custom code   En   Pytorch   Region:us

Cogvlm2 Llama3 Chat 19B Int4 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Cogvlm2 Llama3 Chat 19B Int4 Parameters and Internals

Model Type 
text generation, chat-based AI
Supported Languages 
en (English, Chinese)
Input Output 
Input Format:
input_ids, token_type_ids, attention_mask, images
Accepted Modalities:
text, image
Output Format:
text response
LLM NameCogvlm2 Llama3 Chat 19B Int4
Repository ๐Ÿค—https://huggingface.co/THUDM/cogvlm2-llama3-chat-19B-int4 
Model Size19b
Required VRAM12.5 GB
Updated2025-06-09
MaintainerTHUDM
Model Files  12.5 GB
Supported Languagesen
Model ArchitectureCogVLMForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.42.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16
Cogvlm2 Llama3 Chat 19B Int4 (THUDM/cogvlm2-llama3-chat-19B-int4)

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Cogvlm2 Llama3 Chat 19B8K / 39.1 GB2323212
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Note: green Score (e.g. "73.2") means that the model is better than THUDM/cogvlm2-llama3-chat-19B-int4.

Rank the Cogvlm2 Llama3 Chat 19B Int4 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