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 3 8B AQLM PV 1Bit 1x16 by ISTA-DASLab

 »  All LLMs  »  ISTA-DASLab  »  Meta Llama 3 8B AQLM PV 1Bit 1x16   URL Share it on

  60   
  Arxiv:2401.06118   Arxiv:2405.14852   1bit   Aqlm   Autotrain compatible   Conversational   Endpoints compatible   Facebook   Llama   Llama-3   Meta   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-1Bit-1x16 

Meta Llama 3 8B AQLM PV 1Bit 1x16 Benchmarks

LLME Score: 0.19157
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Meta Llama 3 8B AQLM PV 1Bit 1x16 (ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-1Bit-1x16)

Meta Llama 3 8B AQLM PV 1Bit 1x16 Parameters and Internals

Model Type 
text generation, conversational
Additional Notes 
The quantization uses PV-Tuning on top of AQLM with 1 codebook of 16 bits for groups of 16 weights. Significant footprint savings can be realized by further quantizing embeddings/logits matrices.
LLM NameMeta Llama 3 8B AQLM PV 1Bit 1x16
Repository 🤗https://huggingface.co/ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-1Bit-1x16 
Model Size8b
Required VRAM4.1 GB
Updated2025-02-22
MaintainerISTA-DASLab
Model Typellama
Model Files  4.1 GB
Quantization Type1bit
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

Best Alternatives to Meta Llama 3 8B AQLM PV 1Bit 1x16

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB212
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB71
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB102
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB70
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB1225
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB2817
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB83
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB51
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB71
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB111
Note: green Score (e.g. "73.2") means that the model is better than ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-1Bit-1x16.

Rank the Meta Llama 3 8B AQLM PV 1Bit 1x16 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? 43470 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