Test Quantized by beam-searchers

 ยป  All LLMs  ยป  beam-searchers  ยป  Test Quantized   URL Share it on

  Arxiv:1910.09700   4-bit   Autotrain compatible   Conversational   Endpoints compatible   Gptq   Llama   Region:us   Safetensors   Sharded   Tensorflow

Test Quantized Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Test Quantized (beam-searchers/test-quantized)

Test Quantized Parameters and Internals

LLM NameTest Quantized
Repository ๐Ÿค—https://huggingface.co/beam-searchers/test-quantized 
Model Size2b
Required VRAM5.8 GB
Updated2025-02-16
Maintainerbeam-searchers
Model Typellama
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typefloat16

Best Alternatives to Test Quantized

Best Alternatives
Context / RAM
Downloads
Likes
Llama 2B Hf 32768 Fpf32K / 3.8 GB1781
YuLan Mini28K / 4.8 GB88935
...icpm 2B Sft Bf16 Llamafied 16K16K / 6 GB5601
Salamandra 2B8K / 4.5 GB1078922
SmolLM2 MedIT Upscale 2B8K / 4.2 GB314
Salamandra 2B Instruct8K / 4.5 GB414519
Sarvam 2B V0.58K / 5.1 GB70084
EPFL TA Meister Quantized V18K / 5.8 GB830
Llama3 Rommie8K / 5.8 GB820
Llama3 2B Base8K / 4.7 GB651
Note: green Score (e.g. "73.2") means that the model is better than beam-searchers/test-quantized.

Rank the Test Quantized Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 43187 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227