Tweet Sentiment Analyzer by Vivaan21

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  Arxiv:1910.09700   8-bit   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Llama   Lora   Region:us   Safetensors   Sharded   Tensorboard   Tensorflow

Tweet Sentiment Analyzer Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Tweet Sentiment Analyzer Parameters and Internals

LLM NameTweet Sentiment Analyzer
Repository ๐Ÿค—https://huggingface.co/Vivaan21/Tweet-Sentiment_Analyzer 
Model Size7.2b
Required VRAM7.7 GB
Updated2024-08-31
MaintainerVivaan21
Model Files  0.0 GB   1.0 GB: 1-of-8   1.0 GB: 2-of-8   1.0 GB: 3-of-8   1.0 GB: 4-of-8   1.0 GB: 5-of-8   1.0 GB: 6-of-8   1.0 GB: 7-of-8   0.7 GB: 8-of-8   0.0 GB
Model ArchitectureAutoModelForCausalLM
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|o_proj|v_proj|up_proj|gate_proj|q_proj|down_proj
LoRA Alpha32
LoRA Dropout0.1
R Param8
Tweet Sentiment Analyzer (Vivaan21/Tweet-Sentiment_Analyzer)

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Note: green Score (e.g. "73.2") means that the model is better than Vivaan21/Tweet-Sentiment_Analyzer.

Rank the Tweet Sentiment Analyzer Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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 v2024072803