Llama3 70B Chinese Chat by shenzhi-wang

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  Arxiv:2306.09212   Arxiv:2403.07691   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   Doi:10.57967/hf/2315   En   Endpoints compatible   Instruct   Llama   Llama-factory   Orpo   Region:us   Safetensors   Sharded   Tensorflow   Zh

Llama3 70B Chinese Chat Benchmarks

Llama3 70B Chinese Chat (shenzhi-wang/Llama3-70B-Chinese-Chat)

Llama3 70B Chinese Chat Parameters and Internals

Model Type 
text-generation
Additional Notes 
For optimal performance, the model's identity is not fine-tuned, and queries regarding its developer or identity may yield inaccurate responses.
Supported Languages 
en (fluent), zh (fluent)
Training Details 
Data Volume:
100K preference pairs
Methodology:
ORPO
Context Length:
8192
Release Notes 
Version:
Llama3-70B-Chinese-Chat
Date:
2024-05-09
Notes:
Full-parameter fine-tuned on a mixed Chinese-English dataset of ~100K preference pairs, its Chinese performance surpasses ChatGPT and matches GPT-4.
LLM NameLlama3 70B Chinese Chat
Repository ๐Ÿค—https://huggingface.co/shenzhi-wang/Llama3-70B-Chinese-Chat 
Base Model(s)  Meta Llama 3 70B Instruct   meta-llama/Meta-Llama-3-70B-Instruct
Model Size70b
Required VRAM141.9 GB
Updated2024-12-26
Maintainershenzhi-wang
Model Typellama
Instruction-BasedYes
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama3 70B Chinese Chat

Model
Likes
Downloads
VRAM
...lama3 70B Chinese Chat AWQ 32K31839 GB

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Note: green Score (e.g. "73.2") means that the model is better than shenzhi-wang/Llama3-70B-Chinese-Chat.

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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 v20241217