Llama 3 Swallow 70B Instruct V0.1 by tokyotech-llm

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  Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Ja   Llama   Region:us   Safetensors   Sharded   Tensorflow

Llama 3 Swallow 70B Instruct V0.1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Swallow 70B Instruct V0.1 (tokyotech-llm/Llama-3-Swallow-70B-Instruct-v0.1)

Llama 3 Swallow 70B Instruct V0.1 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Limitations:
Outputs may not always align with human intent and safety considerations, Early-stage development
Additional Notes 
Built and continually pre-trained with additional Japanese language data.
Supported Languages 
English (Fluent), Japanese (Enhanced)
Training Details 
Data Sources:
Llama 3, Japanese data sources
Methodology:
Continual pre-training with addition of Japanese language data, supervised fine-tuning (SFT), Chat Vector
Model Architecture:
Transformer-based architecture, refer to Llama 3 model card for specific architecture details.
Release Notes 
Version:
0.1
Date:
2024-07-01
Notes:
Released Llama-3-Swallow-8B and 70B variants.
LLM NameLlama 3 Swallow 70B Instruct V0.1
Repository ๐Ÿค—https://huggingface.co/tokyotech-llm/Llama-3-Swallow-70B-Instruct-v0.1 
Model Size70b
Required VRAM141.9 GB
Updated2025-02-22
Maintainertokyotech-llm
Model Typellama
Instruction-BasedYes
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen ja
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than tokyotech-llm/Llama-3-Swallow-70B-Instruct-v0.1.

Rank the Llama 3 Swallow 70B Instruct V0.1 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227