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Llama 3 Instruct 8B SimPO SPPO Iter3 Merge by grimjim

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  Merged Model   Autotrain compatible Base model:princeton-nlp/llama... Base model:ucla-agi/llama-3-in...   Conversational   Endpoints compatible   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge 

Llama 3 Instruct 8B SimPO SPPO Iter3 Merge Benchmarks

MMLU Pro: 29.83
GPQA: 1.68
MUSR: 6.7
BBH: 29.07
IFEval: 68.06 vs 88 (so35)-22.7%
MATH Lvl 5: 6.8
LLME Score: 0.31224
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Instruct 8B SimPO SPPO Iter3 Merge (grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge)

Llama 3 Instruct 8B SimPO SPPO Iter3 Merge Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
Research, Language Modeling
Additional Notes 
This model is a merge of pre-trained language models using the SLERP merge method with configurations specified in YAML format.
LLM NameLlama 3 Instruct 8B SimPO SPPO Iter3 Merge
Repository 🤗https://huggingface.co/grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge 
Base Model(s)  Llama 3 Instruct 8B SimPO   Llama 3 Instruct 8B SPPO Iter3   princeton-nlp/Llama-3-Instruct-8B-SimPO   UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
Maintainergrimjim
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
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge.

Rank the Llama 3 Instruct 8B SimPO SPPO Iter3 Merge 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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Release v20241227
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