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Llama3 8B Chinese Chat GGUF 8bit by shenzhi-wang

 »  All LLMs  »  shenzhi-wang  »  Llama3 8B Chinese Chat GGUF 8bit   URL Share it on

  699   
  Arxiv:2403.07691   8bit   Autotrain compatible Base model:meta-llama/meta-lla... Base model:quantized:meta-llam...   Conversational   En   Endpoints compatible   Gguf   Instruct   Llama   Llama-factory   Orpo   Q8   Q8 0   Quantized   Region:us   Zh
Model Card on HF 🤗: https://huggingface.co/shenzhi-wang/Llama3-8B-Chinese-Chat-GGUF-8bit 

Llama3 8B Chinese Chat GGUF 8bit Benchmarks

LLME Score: 0.2427
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Chinese Chat GGUF 8bit (shenzhi-wang/Llama3-8B-Chinese-Chat-GGUF-8bit)

Llama3 8B Chinese Chat GGUF 8bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model is tuned to reduce issues of 'Chinese questions with English answers' and mixing languages in responses.
Supported Languages 
en (proficient), zh (proficient)
Training Details 
Data Volume:
100K preference pairs for v2.1
Methodology:
ORPO (Reference-free Monolithic Preference Optimization with Odds Ratio)
Context Length:
8192
Release Notes 
Version:
v2.1
Date:
May 6, 2024
Notes:
Compared to v1, the training dataset of v2.1 is 5x larger and exhibits significant enhancements in roleplay, function calling, and math capabilities.
Version:
v2
Date:
Apr. 29, 2024
Notes:
Compared to v1, the training dataset of v2 is 5x larger, and it exhibits significant enhancements in roleplay, function calling, and math capabilities.
LLM NameLlama3 8B Chinese Chat GGUF 8bit
Repository 🤗https://huggingface.co/shenzhi-wang/Llama3-8B-Chinese-Chat-GGUF-8bit 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM8.5 GB
Updated2024-12-22
Maintainershenzhi-wang
Model Typellama
Instruction-BasedYes
Model Files  8.5 GB
Supported Languagesen zh
GGUF QuantizationYes
Quantization Typegguf|q8|q8_0|8bit
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than shenzhi-wang/Llama3-8B-Chinese-Chat-GGUF-8bit.

Rank the Llama3 8B Chinese Chat GGUF 8bit 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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