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

Meta Llama Meta Llama 3 8B HQQ 1bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Meta Llama Meta Llama 3 8B HQQ 1bit Smashed   URL Share it on

  7   
  1bit   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Endpoints compatible   Llama   Pruna-ai   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/PrunaAI/meta-llama-Meta-Llama-3-8B-HQQ-1bit-smashed 

Meta Llama Meta Llama 3 8B HQQ 1bit Smashed Benchmarks

LLME Score: 0.18453
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Meta Llama Meta Llama 3 8B HQQ 1bit Smashed (PrunaAI/meta-llama-Meta-Llama-3-8B-HQQ-1bit-smashed)

Meta Llama Meta Llama 3 8B HQQ 1bit Smashed Parameters and Internals

Model Type 
compression
Additional Notes 
Efficiency results were obtained after a hardware warmup. Smashed model may benefit specific use-cases under different configurations.
Training Details 
Data Sources:
WikiText
Methodology:
Compression with hqq
Input Output 
Input Format:
Text with tokens
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
We recommend testing the efficiency gains directly in your use-cases.
LLM NameMeta Llama Meta Llama 3 8B HQQ 1bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/meta-llama-Meta-Llama-3-8B-HQQ-1bit-smashed 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM3.1 GB
Updated2025-02-05
MaintainerPrunaAI
Model Typellama
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

Best Alternatives to Meta Llama Meta Llama 3 8B HQQ 1bit Smashed

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB312
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB141
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB62
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB50
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB825
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB2117
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB53
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB51
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB61
...B Instruct 262k V2 EXL2 5.0bpw256K / 5.8 GB51
Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/meta-llama-Meta-Llama-3-8B-HQQ-1bit-smashed.

Rank the Meta Llama Meta Llama 3 8B HQQ 1bit 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  

What open-source LLMs or SLMs are you in search of? 42625 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 v20241227
  Support LLM Explorer