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Llama 3 8B Base Coder V3.5 10K by rombodawg

 »  All LLMs  »  rombodawg  »  Llama 3 8B Base Coder V3.5 10K   URL Share it on

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  Autotrain compatible Base model:finetune:nousresear... Base model:nousresearch/meta-l...   Codegen   En   Endpoints compatible   Llama   Pytorch   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/rombodawg/Llama-3-8B-Base-Coder-v3.5-10k 

Llama 3 8B Base Coder V3.5 10K Benchmarks

ARC: 57.25 vs 96.7 (so35)-40.8%
HellaSwag: 81.13 vs 95.3 (gpt4)-14.9%
MMLU: 65.38 vs 88.3 (so35)-26%
TruthfulQA: 45.13 vs 59 (gpt4)-23.5%
WinoGrande: 78.3 vs 87.5 (gpt4)-10.5%
GSM8K: 42 vs 96.4 (so35)-56.4%
LLME Score: 0.21451
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Base Coder V3.5 10K (rombodawg/Llama-3-8B-Base-Coder-v3.5-10k)

Llama 3 8B Base Coder V3.5 10K Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl, sft
Additional Notes 
This was an experiment to update the training method for future finetunes. The model was trained for 5 epochs at a learning rate of 2e-4, with 20 warm-up steps.
Training Details 
Data Sources:
https://huggingface.co/datasets/Replete-AI/code_test_dataset_10k
Input Output 
Input Format:
Alpaca
LLM NameLlama 3 8B Base Coder V3.5 10K
Repository 🤗https://huggingface.co/rombodawg/Llama-3-8B-Base-Coder-v3.5-10k 
Base Model(s)  Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainerrombodawg
Model Typellama
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
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than rombodawg/Llama-3-8B-Base-Coder-v3.5-10k.

Rank the Llama 3 8B Base Coder V3.5 10K 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 v20241217
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