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SLIMER PARALLEL LLaMA3 by expertai

 »  All LLMs  »  expertai  »  SLIMER PARALLEL LLaMA3   URL Share it on

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  Arxiv:2407.01272 Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational Dataset:universal-ner/pile-ner...   En   Instruct   Llama   Ner   Region:us   Safetensors   Sharded   Tensorflow   Zero-shot ner
Model Card on HF 🤗: https://huggingface.co/expertai/SLIMER-PARALLEL-LLaMA3 

SLIMER PARALLEL LLaMA3 Benchmarks

LLME Score: 0.20779
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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SLIMER PARALLEL LLaMA3 Parameters and Internals

LLM NameSLIMER PARALLEL LLaMA3
Repository 🤗https://huggingface.co/expertai/SLIMER-PARALLEL-LLaMA3 
Base Model(s)  meta-llama/Llama-3.1-8B-Instruct   meta-llama/Llama-3.1-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-06-09
Maintainerexpertai
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
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
SLIMER PARALLEL LLaMA3 (expertai/SLIMER-PARALLEL-LLaMA3)

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...otron 8B UltraLong 4M Instruct4192K / 32.1 GB3284108
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...a 3.1 8B UltraLong 2M Instruct2096K / 32.1 GB8759
...otron 8B UltraLong 2M Instruct2096K / 32.1 GB52615
Zero Llama 3.1 8B Beta61048K / 16.1 GB9581
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB180845
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....1 1million Ctx Dark Planet 8B1048K / 32.3 GB902
...dger Nu Llama 3.1 8B UltraLong1048K / 16.2 GB303
Note: green Score (e.g. "73.2") means that the model is better than expertai/SLIMER-PARALLEL-LLaMA3.

Rank the SLIMER PARALLEL LLaMA3 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 v20241124
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