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Llama 3 8B Instruct Ja by alfredplpl

 »  All LLMs  »  alfredplpl  »  Llama 3 8B Instruct Ja   URL Share it on

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   Dataset:cl-nagoya/auto-wiki-qa Dataset:llm-jp/databricks-doll...   En   Endpoints compatible   Facebook   Instruct   Ja   Llama   Llama-3   Meta   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/alfredplpl/Llama-3-8B-Instruct-Ja 

Llama 3 8B Instruct Ja Benchmarks

LLME Score: 0.18887
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Instruct Ja (alfredplpl/Llama-3-8B-Instruct-Ja)

Llama 3 8B Instruct Ja Parameters and Internals

Model Type 
text generation, chatbot
Supported Languages 
ja (Japanese)
Training Details 
Data Sources:
llm-jp/databricks-dolly-15k-ja, cl-nagoya/auto-wiki-qa, meta-llama/Meta-Llama-3-8B-Instruct
Data Volume:
2.4 million samples from cl-nagoya/auto-wiki-qa
Methodology:
LoRA-based instruction tuning for 1 epoch on cl-nagoya/auto-wiki-qa and 5 epochs on llm-jp/databricks-dolly-15k-ja. Supervised learning was used throughout.
Training Time:
60 GPU hours
Hardware Used:
NVIDIA A6000x2
Input Output 
Accepted Modalities:
text
Output Format:
textual responses
LLM NameLlama 3 8B Instruct Ja
Repository 🤗https://huggingface.co/alfredplpl/Llama-3-8B-Instruct-Ja 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
Maintaineralfredplpl
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
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3 8B Instruct Ja

Model
Likes
Downloads
VRAM
...B Instruct Ja HQQ 2bit Smashed054 GB
Llama 3 8B Instruct Jlama Q40118 GB

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Note: green Score (e.g. "73.2") means that the model is better than alfredplpl/Llama-3-8B-Instruct-Ja.

Rank the Llama 3 8B Instruct Ja 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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