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Llama 3 Swallow 8B V0.1 by tokyotech-llm

 »  All LLMs  »  tokyotech-llm  »  Llama 3 Swallow 8B V0.1   URL Share it on

  8319   
  Arxiv:2404.17733   Autotrain compatible   En   Endpoints compatible   Ja   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/tokyotech-llm/Llama-3-Swallow-8B-v0.1 

Llama 3 Swallow 8B V0.1 Benchmarks

LLME Score: 0.23444
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 8B V0.1 (tokyotech-llm/Llama-3-Swallow-8B-v0.1)

Llama 3 Swallow 8B V0.1 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Applications:
Cross-lingual language modeling
Primary Use Cases:
Multilingual text generation
Limitations:
Not tuned for ensuring outputs align with human intent and safety considerations.
Additional Notes 
The model is derived from the well-established Meta Llama 3 architecture with emphasis on Japanese language data.
Supported Languages 
Japanese (Expert), English (Proficient)
Training Details 
Data Sources:
Algebraic Stack, Cosmopedia, English Wikipedia, Japanese Wikipedia, Laboro ParaCorpus, OpenWebMath, RefinedWeb, Swallow Corpus
Methodology:
Continual Pre-Training with supervised fine-tuning (SFT) and Chat Vector.
Model Architecture:
Refer to Llama 3 MODEL_CARD for details.
Input Output 
Input Format:
text input
Accepted Modalities:
text
Output Format:
text output
Release Notes 
Version:
0.1
Date:
July 1, 2024
Notes:
Initial release of Llama-3-Swallow-8B-v0.1, Llama-3-Swallow-8B-Instruct-v0.1, Llama-3-Swallow-70B-v0.1, and Llama-3-Swallow-70B-Instruct-v0.1.
LLM NameLlama 3 Swallow 8B V0.1
Repository 🤗https://huggingface.co/tokyotech-llm/Llama-3-Swallow-8B-v0.1 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainertokyotech-llm
Model Typellama
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 Version4.40.2
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 tokyotech-llm/Llama-3-Swallow-8B-v0.1.

Rank the Llama 3 Swallow 8B V0.1 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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