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

Quantize Llama2 by Manu1507

 »  All LLMs  »  Manu1507  »  Quantize Llama2   URL Share it on

  7   
  Arxiv:1910.09700   8-bit   Autotrain compatible   Bitsandbytes   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Manu1507/quantize-llama2 

Quantize Llama2 Benchmarks

LLME Score: 0.19519
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Quantize Llama2 (Manu1507/quantize-llama2)

Quantize Llama2 Parameters and Internals

LLM NameQuantize Llama2
Repository 🤗https://huggingface.co/Manu1507/quantize-llama2 
Model Size6.7b
Required VRAM7 GB
Updated2024-09-11
MaintainerManu1507
Model Typellama
Model Files  5.0 GB: 1-of-2   2.0 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32001
Torch Data Typefloat16

Best Alternatives to Quantize Llama2

Best Alternatives
Context / RAM
Downloads
Likes
Gptnoise37128K / 13.5 GB670
Phi 4 RRStock16K / 7.7 GB660
...s Coder6.7b Reflct Adamw Iter216K / 13.5 GB4800
...s Coder6.7b Reflct Adamw Iter116K / 13.5 GB4750
...ir8 Ds Coder6.7b Rmsprop Iter416K / 13.5 GB1830
...s Coder6.7b Reflct Adamw Iter316K / 13.5 GB4300
...ir8 Ds Coder6.7b Rmsprop Iter216K / 13.5 GB1830
Ds Coder6.7b Adamw Iter516K / 13.5 GB4050
...ir8 Ds Coder6.7b Rmsprop Iter316K / 13.5 GB1650
...s Coder6.7b Reflct Adamw Iter416K / 13.5 GB2730
Note: green Score (e.g. "73.2") means that the model is better than Manu1507/quantize-llama2.

Rank the Quantize Llama2 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