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MaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  MaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible   Awq Base model:prunaai/maziyarpana... Base model:quantized:prunaai/m...   Conversational   Endpoints compatible   Instruct   Llama   Pruna-ai   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-AWQ-4bit-smashed 

MaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed Benchmarks

LLME Score: 0.18832
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed (PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-AWQ-4bit-smashed)

MaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Considerations:
Efficiency results may vary in other settings (e.g., other hardware, image size, batch size, ...).
Additional Notes 
The model quality might vary compared to the base model.
Input Output 
Input Format:
text input encoded as token IDs
Accepted Modalities:
text
Output Format:
generated text
Performance Tips:
Directly test efficiency gains in your specific use-cases.
LLM NameMaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-AWQ-4bit-smashed 
Base Model(s)  ... Instruct 64K AWQ 4bit Smashed   PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-AWQ-4bit-smashed
Model Size8b
Required VRAM5.8 GB
Updated2025-01-15
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 Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

Quantized Models of the MaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed

Model
Likes
Downloads
VRAM
... Instruct 64K AWQ 4bit Smashed3105 GB

Best Alternatives to MaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed

Best Alternatives
Context / RAM
Downloads
Likes
...8B Instruct Gradient 1048K AWQ1024K / 5.8 GB260
...radient 1048K AWQ 4bit Smashed1024K / 5.8 GB101
...Instruct 262K AWQ 4bit Smashed256K / 5.8 GB134
...ta Llama 3 8B Instruct 64K AWQ64K / 5.8 GB100
... Instruct 8B 32K V0.1 4bit AWQ64K / 5.8 GB260
Llama 3 8B Instruct AWQ8K / 5.8 GB490120
Meta Llama 3 8B Instruct AWQ8K / 5.8 GB11435
Meta Llama 3 8B Instruct AWQ8K / 5.8 GB1080
...eta Llama 3 8B Instruct Hf AWQ8K / 5.8 GB5188
Meta Llama 3 8B Instruct AWQ8K / 5.8 GB170
Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-AWQ-4bit-smashed.

Rank the MaziyarPanahi Llama 3 8B Instruct 64K AWQ 4bit Smashed 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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