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Vicuna 7B V1.5 16K GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Vicuna 7B V1.5 16K GPTQ   URL Share it on

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  Arxiv:2306.05685   Arxiv:2307.09288   4-bit   Autotrain compatible Base model:lmsys/vicuna-7b-v1.... Base model:quantized:lmsys/vic...   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/vicuna-7B-v1.5-16K-GPTQ 

Vicuna 7B V1.5 16K GPTQ Benchmarks

LLME Score: 0.11812
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Vicuna 7B V1.5 16K GPTQ (TheBloke/vicuna-7B-v1.5-16K-GPTQ)

Vicuna 7B V1.5 16K GPTQ Parameters and Internals

Model Type 
auto-regressive language model
Use Cases 
Areas:
research, chatbots
Applications:
natural language processing, machine learning, artificial intelligence
Additional Notes 
Vicuna is trained on user-shared conversations from ShareGPT.
Training Details 
Data Volume:
125K conversations
Methodology:
fine-tuned from Llama 2 with supervised instruction fine-tuning and linear RoPE scaling
Context Length:
16000
Model Architecture:
transformer architecture
Input Output 
Input Format:
A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. USER: {prompt} ASSISTANT:
Accepted Modalities:
text
LLM NameVicuna 7B V1.5 16K GPTQ
Repository 🤗https://huggingface.co/TheBloke/vicuna-7B-v1.5-16K-GPTQ 
Model NameVicuna 7B v1.5 16K
Model Creatorlmsys
Base Model(s)  lmsys/vicuna-7b-v1.5-16k   lmsys/vicuna-7b-v1.5-16k
Model Size7b
Required VRAM3.9 GB
Updated2025-03-20
MaintainerTheBloke
Model Typellama
Model Files  3.9 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/vicuna-7B-v1.5-16K-GPTQ.

Rank the Vicuna 7B V1.5 16K GPTQ 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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Release v20241227
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