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Th Pos Neg 3epochs by spjabech

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  Autotrain compatible Base model:finetune:gradientai... Base model:gradientai/llama-3-...   Conversational   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/spjabech/th_pos_neg_3epochs 

Th Pos Neg 3epochs Benchmarks

LLME Score: 0.21461
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Th Pos Neg 3epochs (spjabech/th_pos_neg_3epochs)

Th Pos Neg 3epochs Parameters and Internals

Model Type 
transformers, text-generation-inference
Additional Notes 
This model was finetuned from gradientai/Llama-3-8B-Instruct-262k with enhanced training speed using Unsloth and TRL.
Supported Languages 
en (full)
Training Details 
Methodology:
Used Unsloth and Huggingface's TRL library for 2x faster training
LLM NameTh Pos Neg 3epochs
Repository 🤗https://huggingface.co/spjabech/th_pos_neg_3epochs 
Base Model(s)  Llama 3 8B Instruct 262K   gradientai/Llama-3-8B-Instruct-262k
Model Size8b
Required VRAM16.1 GB
Updated2025-01-24
Maintainerspjabech
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
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than spjabech/th_pos_neg_3epochs.

Rank the Th Pos Neg 3epochs 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 v20241227
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