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MaziyarPanahi Llama 3 8B Instruct 64K HQQ 1bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  MaziyarPanahi Llama 3 8B Instruct 64K HQQ 1bit Smashed   URL Share it on

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  1bit   Autotrain compatible Base model:finetune:maziyarpan... Base model:maziyarpanahi/llama...   Conversational   Endpoints compatible   Instruct   Llama   Pruna-ai   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-HQQ-1bit-smashed 

MaziyarPanahi Llama 3 8B Instruct 64K HQQ 1bit Smashed Benchmarks

LLME Score: 0.18489
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 HQQ 1bit Smashed (PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-HQQ-1bit-smashed)

MaziyarPanahi Llama 3 8B Instruct 64K HQQ 1bit Smashed Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Applications:
text generation
Limitations:
model output might vary compared to the base model
Considerations:
Evaluate model efficiency under your specific use-case conditions.
Additional Notes 
Model is compressed using the HQQ method, utilizing safetensors format for efficiency.
Training Details 
Data Sources:
WikiText
Methodology:
hqq compression method
Input Output 
Input Format:
Tokenized input
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Conduct specific use-case performance evaluations.
LLM NameMaziyarPanahi Llama 3 8B Instruct 64K HQQ 1bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-HQQ-1bit-smashed 
Base Model(s)  Llama 3 8B Instruct 64K   MaziyarPanahi/Llama-3-8B-Instruct-64k
Model Size8b
Required VRAM3.1 GB
Updated2025-02-05
MaintainerPrunaAI
Model Typellama
Instruction-BasedYes
Model Files  3.1 GB
Quantization Type1bit
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB2117
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB53
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Llama 3 8B Instruct 262K 2bit256K / 2.5 GB61
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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/MaziyarPanahi-Llama-3-8B-Instruct-64k-HQQ-1bit-smashed.

Rank the MaziyarPanahi Llama 3 8B Instruct 64K HQQ 1bit 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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