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Llama 3 LizardCoder 8B by Walmart-the-bag

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Llama 3 LizardCoder 8B is an open-source language model by Walmart-the-bag. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, License: llama3, Instruction-Based, HF Score: 67.5, LLM Explorer Score: 0.15, Arc: 60.7, HellaSwag: 79.6, MMLU: 67.5, TruthfulQA: 51, WinoGrande: 75.9, GSM8K: 70.1.

  Autotrain compatible   Code   Conversational   En   Endpoints compatible   Instruct   Lizardcoder   Llama   Llama3   Merge   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Walmart-the-bag/Llama-3-LizardCoder-8B 

Llama 3 LizardCoder 8B Benchmarks

ARC: 60.67 vs 96.7 (so35)-37.3%
HellaSwag: 79.59 vs 95.3 (gpt4)-16.5%
MMLU: 67.51 vs 88.3 (so35)-23.5%
TruthfulQA: 51.04 vs 59 (gpt4)-13.5%
WinoGrande: 75.85 vs 87.5 (gpt4)-13.3%
GSM8K: 70.13 vs 96.4 (so35)-27.3%
LLME Score: 0.14867
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 LizardCoder 8B (Walmart-the-bag/Llama-3-LizardCoder-8B)
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Llama 3 LizardCoder 8B Parameters and Internals

Model Type 
code generation
Use Cases 
Areas:
coding tasks
Limitations:
Uncertain Accuracy: Model's responses may not always be accurate, users should verify outputs., Potential for Censorship: Model's censorship filters are not comprehensive, may encounter censored content., Not including packages: May forget to include packages in code, requires prompting.
Additional Notes 
This is a merge of 6 models finetuned on llama3 8b.
Supported Languages 
en (English)
LLM NameLlama 3 LizardCoder 8B
Repository 🤗https://huggingface.co/Walmart-the-bag/Llama-3-LizardCoder-8B 
Model Size8b
Required VRAM16.1 GB
Updated2025-01-07
MaintainerWalmart-the-bag
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
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Walmart-the-bag/Llama-3-LizardCoder-8B.

Rank the Llama 3 LizardCoder 8B Capabilities

🆘 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! 🌟

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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