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Llama 3 Chinese 8B Instruct by hfl

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  Autotrain compatible Base model:finetune:hfl/llama-... Base model:hfl/llama-3-chinese...   Conversational   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/hfl/llama-3-chinese-8b-instruct 

Llama 3 Chinese 8B Instruct Benchmarks

ARC: 61.26 vs 96.7 (so35)-36.6%
HellaSwag: 80.24 vs 95.3 (gpt4)-15.8%
MMLU: 63.1 vs 88.3 (so35)-28.5%
TruthfulQA: 55.15 vs 59 (gpt4)-6.5%
WinoGrande: 75.06 vs 87.5 (gpt4)-14.2%
GSM8K: 44.43 vs 96.4 (so35)-53.9%
LLME Score: 0.20011
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Chinese 8B Instruct (hfl/llama-3-chinese-8b-instruct)

Llama 3 Chinese 8B Instruct Parameters and Internals

Model Type 
text generation, chat model
Additional Notes 
This is an instruction (chat) model, which can be used for conversation and QA.
Supported Languages 
zh (Proficient), en (Proficient)
Training Details 
Methodology:
Tuned with 5M instruction data
LLM NameLlama 3 Chinese 8B Instruct
Repository 🤗https://huggingface.co/hfl/llama-3-chinese-8b-instruct 
Base Model(s)  Llama 3 Chinese 8B   hfl/llama-3-chinese-8b
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerhfl
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languageszh en
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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

Rank the Llama 3 Chinese 8B Instruct 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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