Model 16bit by vbhati

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  4bit   Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Pytorch   Quantized   Qwen2   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF ๐Ÿค—: https://huggingface.co/vbhati/model_16bit 

Model 16bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Model 16bit Parameters and Internals

LLM NameModel 16bit
Repository ๐Ÿค—https://huggingface.co/vbhati/model_16bit 
Base Model(s)  unsloth/qwen2.5-3b-instruct-unsloth-bnb-4bit   unsloth/qwen2.5-3b-instruct-unsloth-bnb-4bit
Model Size3b
Required VRAM6.2 GB
Updated2025-06-09
Maintainervbhati
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.2 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace
Model 16bit (vbhati/model_16bit)

Best Alternatives to Model 16bit

Best Alternatives
Context / RAM
Downloads
Likes
...5 3B Instruct Unsloth Bnb 4bit32K / 2.4 GB663276
TethysAI Base Reasoning32K / 6.2 GB550
Kyro N1 3B32K / 6.2 GB1212
Qwen2.5 3B Reasoner32K / 6.2 GB140
Athena 1 3B32K / 6.2 GB191
QwQ LCoT 3B Instruct32K / 6.2 GB235
Test StealthThinker32K / 6.2 GB60
...2.5 Coder 3B Instruct Bnb 4bit32K / 2 GB85714
Qwen2.5 3B Instruct Chat Sft32K / 6.2 GB410
Qwen2.5 3B Instruct Bnb 4bit32K / 2 GB144768
Note: green Score (e.g. "73.2") means that the model is better than vbhati/model_16bit.

Rank the Model 16bit Capabilities

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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 v20241124