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Llama3 8B Chinese Chat GGUF F16 by shenzhi-wang

 »  All LLMs  »  shenzhi-wang  »  Llama3 8B Chinese Chat GGUF F16   URL Share it on

  4666   
  Arxiv:2403.07691   Autotrain compatible Base model:meta-llama/meta-lla... Base model:quantized:meta-llam...   Conversational   En   Endpoints compatible   Fp16   Gguf   Instruct   Llama   Llama-factory   Orpo   Quantized   Region:us   Zh
Model Card on HF 🤗: https://huggingface.co/shenzhi-wang/Llama3-8B-Chinese-Chat-GGUF-f16 

Llama3 8B Chinese Chat GGUF F16 Benchmarks

LLME Score: 0.2426
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 F16 (shenzhi-wang/Llama3-8B-Chinese-Chat-GGUF-f16)

Llama3 8B Chinese Chat GGUF F16 Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model may respond randomly to identity-related inquiries due to performance optimization choices instead of fine-tuning the model's identity.
Supported Languages 
languages_supported (en, zh), proficiency_level (high)
Training Details 
Data Volume:
20K - 100K preference pairs
Methodology:
This model uses ORPO (monolithic preference optimization with odds ratio)
Context Length:
8192
Release Notes 
Version:
v2.1
Date:
May 6, 2024
Notes:
The training dataset is 5x larger compared to v1, with enhancements in roleplay, function calling, and math capabilities. Is less prone to including English words in Chinese responses.
Version:
v2
Date:
Apr. 29, 2024
Notes:
Training dataset size increased fivefold compared to v1, enhancing roleplay, tool using, and math capabilities.
LLM NameLlama3 8B Chinese Chat GGUF F16
Repository 🤗https://huggingface.co/shenzhi-wang/Llama3-8B-Chinese-Chat-GGUF-f16 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainershenzhi-wang
Model Typellama
Instruction-BasedYes
Model Files  16.1 GB
Supported Languagesen zh
GGUF QuantizationYes
Quantization Typefp16|gguf
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-f16.

Rank the Llama3 8B Chinese Chat GGUF F16 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 v20241217
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