Vicuna 7B V1.5 by lmsys

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  Arxiv:2306.05685   Arxiv:2307.09288   Autotrain compatible   License:llama2   Llama   Pytorch   Region:us   Sharded

Vicuna 7B V1.5 Benchmarks

Rank the Vicuna 7B V1.5 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  
Vicuna 7B V1.5 (lmsys/vicuna-7b-v1.5)

Quantized Models of the Vicuna 7B V1.5

Vicuna 7B V1.5 GPTQ1510693 GB
Vicuna 7B V1.5 GGUF1423672 GB
Vicuna 7B V1.5 GGML1432 GB
Vicuna 7B V1.5 AWQ3833 GB

Best Alternatives to Vicuna 7B V1.5

Best Alternatives
HF Rank
Titanbagel64.2132K / 14.4 GB38820
...ernlm2 7B Llama 3.0bpw H6 EXL258.532K / 3.7 GB60
...ernlm2 7B Llama 4.0bpw H6 EXL258.532K / 4.5 GB70
...ernlm2 7B Llama 5.0bpw H6 EXL258.532K / 5.4 GB70
...ernlm2 7B Llama 6.0bpw H6 EXL258.532K / 6.3 GB80
...rnlm2 20B Llama 4.0bpw H6 EXL258.532K / 11 GB41
Smaugv0.1 3.0bpw H6 EXL254.6195K / 13.9 GB31
Smaugv0.1 4.0bpw H6 EXL254.6195K / 18 GB41
Smaugv0.1 4.65bpw H6 EXL254.6195K / 20.8 GB31
Smaugv0.1 5.0bpw H6 EXL254.6195K / 22.3 GB33
Note: green Score (e.g. "73.2") means that the model is better than lmsys/vicuna-7b-v1.5.

Vicuna 7B V1.5 Parameters and Internals

LLM NameVicuna 7B V1.5
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM13.5 GB
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
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
Initializer Range0.02
Torch Data Typefloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801