LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Test Dataset Codellama 3 8B by rombodawg

 »  All LLMs  »  rombodawg  »  Test Dataset Codellama 3 8B   URL Share it on

  38   
  4bit   Autotrain compatible   Codegen   Conversational   En   Endpoints compatible   Instruct   Llama   Model-index   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/rombodawg/test_dataset_Codellama-3-8B 

Test Dataset Codellama 3 8B Benchmarks

ARC: 60.58 vs 96.7 (so35)-37.4%
HellaSwag: 78.01 vs 95.3 (gpt4)-18.1%
MMLU: 66.44 vs 88.3 (so35)-24.8%
TruthfulQA: 52.43 vs 59 (gpt4)-11.1%
WinoGrande: 75.06 vs 87.5 (gpt4)-14.2%
GSM8K: 67.93 vs 96.4 (so35)-29.5%
LLME Score: 0.22486
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Test Dataset Codellama 3 8B (rombodawg/test_dataset_Codellama-3-8B)

Test Dataset Codellama 3 8B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Test model derived from llama-3-8b; full version linked above.
Training Details 
Data Sources:
Replete-AI/code-test-dataset
Methodology:
Unsloth + Qlora + Galore with 4bit quantization
Context Length:
8192
Training Time:
about 40 minutes
Hardware Used:
Google Colab with under 15GB VRAM
Input Output 
Input Format:
Specialized prompt format for llama-3-8b-instruct.
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Use 4bit quantization for lower VRAM usage.
LLM NameTest Dataset Codellama 3 8B
Repository 🤗https://huggingface.co/rombodawg/test_dataset_Codellama-3-8B 
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainerrombodawg
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
Quantization Type4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typefloat16

Best Alternatives to Test Dataset Codellama 3 8B

Best Alternatives
Context / RAM
Downloads
Likes
Athena Llama Coder 3 8B32K / 16.1 GB151
...plete Coder Instruct 8B Merged8K / 16.1 GB25731
Rombos Replete Coder Llama3 8B8K / 16.1 GB32452
Replete Coder Llama3 8B8K / 16.1 GB28934
...plete Coder Instruct 8B Merged8K / 16.1 GB434
Llama 3 8B Instruct Coder AWQ8K / 5.8 GB132
Note: green Score (e.g. "73.2") means that the model is better than rombodawg/test_dataset_Codellama-3-8B.

Rank the Test Dataset Codellama 3 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  

What open-source LLMs or SLMs are you in search of? 40123 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
  Support LLM Explorer