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Llama3 8B Sentiment May 22 2024 2epoches by seandearnaley

 »  All LLMs  »  seandearnaley  »  Llama3 8B Sentiment May 22 2024 2epoches   URL Share it on

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Base model:quantized:unsloth/l... Base model:unsloth/llama-3-8b-...   Conversational   En   Endpoints compatible   Gguf   Instruct   Llama   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/seandearnaley/llama3-8b-sentiment-may-22-2024-2epoches 

Llama3 8B Sentiment May 22 2024 2epoches Benchmarks

LLME Score: 0.20618
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Sentiment May 22 2024 2epoches (seandearnaley/llama3-8b-sentiment-may-22-2024-2epoches)

Llama3 8B Sentiment May 22 2024 2epoches Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl, sft
Additional Notes 
Developed to support sentiment analysis on text, specifically for evaluating stock value sentiment.
Training Details 
Training Time:
2x faster with Unsloth and Huggingface's TRL library
LLM NameLlama3 8B Sentiment May 22 2024 2epoches
Repository 🤗https://huggingface.co/seandearnaley/llama3-8b-sentiment-may-22-2024-2epoches 
Base Model(s)  Llama 3 8B Instruct   unsloth/llama-3-8b-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainerseandearnaley
Model Typellama
Instruction-BasedYes
Model Files  16.1 GB   4.9 GB   5.7 GB   8.5 GB   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
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length8192
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>

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Note: green Score (e.g. "73.2") means that the model is better than seandearnaley/llama3-8b-sentiment-may-22-2024-2epoches.

Rank the Llama3 8B Sentiment May 22 2024 2epoches 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 v20241217
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