Llama 3 Swallow 8B 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 8B 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").
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Llama 3 Swallow 8B Instruct V0.1 Parameters and Internals

Model Type 
text-generation
Additional Notes 
The Swallow model has undergone continual pre-training with the addition of Japanese language data.
Supported Languages 
English (native), Japanese (enhanced through additional training)
Training Details 
Data Sources:
OpenAssistant Conversations Dataset EN top-1 thread, OpenAssistant Conversations Dataset
Methodology:
Supervised fine-tuning, continual pre-training, and Chat Vector
Model Architecture:
Refer to Llama 3 MODEL_CARD for architecture details
Release Notes 
Version:
v0.1
Date:
July 1, 2024
Notes:
Initial release of Llama-3-Swallow-8B model.
LLM NameLlama 3 Swallow 8B Instruct V0.1
Repository ๐Ÿค—https://huggingface.co/tokyotech-llm/Llama-3-Swallow-8B-Instruct-v0.1 
Model Size8b
Required VRAM16.1 GB
Updated2025-06-09
Maintainertokyotech-llm
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 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
Llama 3 Swallow 8B Instruct V0.1 (tokyotech-llm/Llama-3-Swallow-8B-Instruct-v0.1)

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Note: green Score (e.g. "73.2") means that the model is better than tokyotech-llm/Llama-3-Swallow-8B-Instruct-v0.1.

Rank the Llama 3 Swallow 8B 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 v20241124