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Llama 3 8B Instruct 262K Chinese by shibing624

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  Autotrain compatible   Chinese   Conversational   En   Endpoints compatible   Instruct   Llama   Llama3   Meta   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/shibing624/llama-3-8b-instruct-262k-chinese 

Llama 3 8B Instruct 262K Chinese Benchmarks

LLME Score: 0.18335
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Instruct 262K Chinese (shibing624/llama-3-8b-instruct-262k-chinese)

Llama 3 8B Instruct 262K Chinese Parameters and Internals

Model Type 
Text Generation
Use Cases 
Areas:
Research, Commercial applications
Primary Use Cases:
Text generation, Dialogue systems
Limitations:
Limited Chinese knowledge, especially classical Chinese
Additional Notes 
Supports ultra-long context length of 262k tokens. Well-suited for Retrieval Augmented Generation (RAG).
Supported Languages 
Chinese (Partial), English (Fluent)
Training Details 
Data Sources:
shibing624/DPO-En-Zh-20k-Preference
Data Volume:
<200M tokens
Methodology:
ORPO method, progressive training
Context Length:
262144
Hardware Used:
NVIDIA L40S
Model Architecture:
Meta-Llama-3-8B-Instruct with RoPE theta optimization
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameLlama 3 8B Instruct 262K Chinese
Repository 🤗https://huggingface.co/shibing624/llama-3-8b-instruct-262k-chinese 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainershibing624
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   6.1 GB: 2-of-2
Supported Languageszh en
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length262144
Model Max Length262144
Transformers Version4.39.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typefloat16

Quantized Models of the Llama 3 8B Instruct 262K Chinese

Model
Likes
Downloads
VRAM
Llama 3 8B Instruct Chinese3257216 GB
Llama 3 8B Instruct 262K 2bit172 GB
Llama 3 8B Instruct 262K 4bit394 GB
Llama 3 8B Instruct 262K 8bit348 GB

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Note: green Score (e.g. "73.2") means that the model is better than shibing624/llama-3-8b-instruct-262k-chinese.

Rank the Llama 3 8B Instruct 262K Chinese Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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