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Llama 3 8B Instruct Coder by rombodawg

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  4bit   Autotrain compatible Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   Conversational   En   Endpoints compatible   Instruct   Llama   Pytorch   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Llama 3 8B Instruct Coder Benchmarks

ARC: 60.67 vs 96.7 (so35)-37.3%
HellaSwag: 77.99 vs 95.3 (gpt4)-18.2%
MMLU: 66.35 vs 88.3 (so35)-24.9%
TruthfulQA: 52.33 vs 59 (gpt4)-11.3%
WinoGrande: 74.9 vs 87.5 (gpt4)-14.4%
GSM8K: 67.32 vs 96.4 (so35)-30.2%
LLME Score: 0.25522
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 Instruct Coder Parameters and Internals

LLM NameLlama 3 8B Instruct Coder
Repository 🤗https://huggingface.co/rombodawg/Llama-3-8B-Instruct-Coder 
Base Model(s)  Llama 3 8B Instruct Bnb 4bit   unsloth/llama-3-8b-Instruct-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2024-09-08
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   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
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 8B Instruct Coder (rombodawg/Llama-3-8B-Instruct-Coder)

Quantized Models of the Llama 3 8B Instruct Coder

Model
Likes
Downloads
VRAM
Llama 3 8B Instruct Coder AWQ285 GB

Best Alternatives to Llama 3 8B Instruct Coder

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB52
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB71
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB92
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB60
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB1025
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB516
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB23
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB21
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB41
...B Instruct 262k V2 EXL2 5.0bpw256K / 5.8 GB21

Rank the Llama 3 8B Instruct Coder 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 v2024072803
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