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Llama3 Chinese 8B Instruct by FlagAlpha

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  Autotrain compatible   Chinese   Conversational   Custom code   Endpoints compatible   Instruct   Llama   Llama3   Region:us   Safetensors   Sharded   Tensorflow

Llama3 Chinese 8B Instruct Benchmarks

ARC: 59.04 vs 96.7 (so35)-38.9%
HellaSwag: 78.23 vs 95.3 (gpt4)-17.9%
MMLU: 62.47 vs 88.3 (so35)-29.3%
TruthfulQA: 51.5 vs 59 (gpt4)-12.7%
WinoGrande: 73.95 vs 87.5 (gpt4)-15.5%
GSM8K: 55.8 vs 96.4 (so35)-42.1%
LLME Score: 0.26491
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama3 Chinese 8B Instruct Parameters and Internals

LLM NameLlama3 Chinese 8B Instruct
Repository 🤗https://huggingface.co/FlagAlpha/Llama3-Chinese-8B-Instruct 
Model Size8b
Required VRAM16.1 GB
Updated2024-10-18
MaintainerFlagAlpha
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
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.39.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16
Llama3 Chinese 8B Instruct (FlagAlpha/Llama3-Chinese-8B-Instruct)

Quantized Models of the Llama3 Chinese 8B Instruct

Model
Likes
Downloads
VRAM
Llama 3 Chinese 8B Instruct V3119116 GB

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Llama3 8B Special Dark V3.1.2B1024K / 16.1 GB60
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...struct Gradient 1048K MAC Lora1024K / 5.9 GB42
... Instruct Gradient 1048K Agent1024K / 16.1 GB1241
Note: green Score (e.g. "73.2") means that the model is better than FlagAlpha/Llama3-Chinese-8B-Instruct.

Rank the Llama3 Chinese 8B Instruct 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 v2024072803
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