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Gradientai Llama 3 8B Instruct 262K AWQ 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Gradientai Llama 3 8B Instruct 262K AWQ 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible   Awq Base model:prunaai/gradientai-... Base model:quantized:prunaai/g...   Conversational   Endpoints compatible   Instruct   Llama   Pruna-ai   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/PrunaAI/gradientai-Llama-3-8B-Instruct-262k-AWQ-4bit-smashed 

Gradientai Llama 3 8B Instruct 262K AWQ 4bit Smashed Benchmarks

LLME Score: 0.19368
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gradientai Llama 3 8B Instruct 262K AWQ 4bit Smashed (PrunaAI/gradientai-Llama-3-8B-Instruct-262k-AWQ-4bit-smashed)

Gradientai Llama 3 8B Instruct 262K AWQ 4bit Smashed Parameters and Internals

Model Type 
compression, efficiency
Additional Notes 
The model uses safetensors format and calibration data from WikiText for compression. Different metrics for efficiency evaluation include inference latency, memory, energy consumption, and CO2 emissions. Efficiency evaluation results might vary based on the hardware and settings used.
LLM NameGradientai Llama 3 8B Instruct 262K AWQ 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/gradientai-Llama-3-8B-Instruct-262k-AWQ-4bit-smashed 
Base Model(s)  ...Instruct 262K AWQ 4bit Smashed   PrunaAI/gradientai-Llama-3-8B-Instruct-262k-AWQ-4bit-smashed
Model Size8b
Required VRAM5.8 GB
Updated2024-12-21
MaintainerPrunaAI
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
AWQ QuantizationYes
Quantization Typeawq|4bit
Model ArchitectureLlamaForCausalLM
Context Length262144
Model Max Length262144
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

Quantized Models of the Gradientai Llama 3 8B Instruct 262K AWQ 4bit Smashed

Model
Likes
Downloads
VRAM
...Instruct 262K AWQ 4bit Smashed4135 GB

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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/gradientai-Llama-3-8B-Instruct-262k-AWQ-4bit-smashed.

Rank the Gradientai Llama 3 8B Instruct 262K AWQ 4bit Smashed 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 v20241217
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