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Sim Model by Vigneshwaran22

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  4bit   Autotrain compatible   En   Endpoints compatible   Pytorch   Quantized   Qwen2   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Vigneshwaran22/sim_model 

Sim Model Benchmarks

LLME Score: 0.27064
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sim Model (Vigneshwaran22/sim_model)

Sim Model Parameters and Internals

LLM NameSim Model
Repository 🤗https://huggingface.co/Vigneshwaran22/sim_model 
Base Model(s)  unsloth/qwen2.5-7b-bnb-4bit   unsloth/qwen2.5-7b-bnb-4bit
Model Size7b
Required VRAM15.2 GB
Updated2025-02-05
MaintainerVigneshwaran22
Model Typeqwen2
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.47.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace

Best Alternatives to Sim Model

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct 1M 4bit986K / 4.3 GB4216
...still Qwen 7B Unsloth Bnb 4bit128K / 8.5 GB86183
...ek R1 Distill Qwen 7B Bnb 4bit128K / 5.5 GB14042
A1 V002128K / 15.2 GB460
Mini Pathfinder128K / 15.2 GB210
Qwen2.5 7B Bnb 4bit128K / 5.5 GB274633
A1 V0.0.1128K / 15.2 GB50
CogitoDistil128K / 15.2 GB180
Atlas Flash 7B Preview128K / 15.2 GB223
...mantha2.0 Qwen2.5 7B Ita 16bit128K / 15.2 GB27250
Note: green Score (e.g. "73.2") means that the model is better than Vigneshwaran22/sim_model.

Rank the Sim Model 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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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