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Meta Llama 3 8B Instruct Amazon by adrake17

 »  All LLMs  »  adrake17  »  Meta Llama 3 8B Instruct Amazon   URL Share it on

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  Adapter Base model:adapter:meta-llama/... Base model:meta-llama/meta-lla...   Conversational Dataset:mcauley-lab/amazon-rev...   En   Finetuned   Instruct   Lora   Peft   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/adrake17/Meta-Llama-3-8B-Instruct-Amazon 

Meta Llama 3 8B Instruct Amazon Benchmarks

LLME Score: 0.18589
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Meta Llama 3 8B Instruct Amazon (adrake17/Meta-Llama-3-8B-Instruct-Amazon)

Meta Llama 3 8B Instruct Amazon Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
text generation, NLP
Applications:
review title generation
Primary Use Cases:
Generating titles for reviews
Additional Notes 
These mats slip, fold, bunch, and roll around your car floor. AVOID.
Supported Languages 
en (Proficient)
Input Output 
Input Format:
<|begin_of_text|><|start_header_id|>system<|end_header_id|> Generate the best succinct title for the following product review. Your only output should be the title itself. Do not mention the user rating in the title. Product rating: <rating>. Product categories: '<categories>'.<|eot_id|><|start_header_id|>user<|end_header_id|> <review text>.<|eot_id|><|start_header_id|>assistant<|end_header_id|>
Accepted Modalities:
text
Output Format:
Generated title for the review
LLM NameMeta Llama 3 8B Instruct Amazon
Repository 🤗https://huggingface.co/adrake17/Meta-Llama-3-8B-Instruct-Amazon 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM0 GB
Updated2024-11-20
Maintaineradrake17
Instruction-BasedYes
Model Files  0.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureAdapter
Licensemit
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token!
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj
LoRA Alpha16
LoRA Dropout0.05
R Param8

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Note: green Score (e.g. "73.2") means that the model is better than adrake17/Meta-Llama-3-8B-Instruct-Amazon.

Rank the Meta Llama 3 8B Instruct Amazon 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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