T21Model by Kaballas

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  Autotrain compatible Base model:finetune:kaballas/t... Base model:kaballas/t14model4b...   En   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF ๐Ÿค—: https://huggingface.co/Kaballas/T21Model 

T21Model Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
T21Model (Kaballas/T21Model)

T21Model Parameters and Internals

LLM NameT21Model
Repository ๐Ÿค—https://huggingface.co/Kaballas/T21Model 
Base Model(s)  T14Model4bit   Kaballas/T14Model4bit
Model Size7.6b
Required VRAM15.2 GB
Updated2025-02-05
MaintainerKaballas
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
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.47.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to T21Model

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Context / RAM
Downloads
Likes
MawaredT1128K / 15.2 GB23181
Mergekit 01128K / 16.2 GB120
Exp 3 Q R128K / 15.2 GB50
Mawared T1128K / 15.2 GB28601
Qwen2.5 ColdBrew R1 Test3128K / 15.2 GB130
T36Model128K / 15.2 GB420
Exp 2 Q R128K / 15.2 GB60
T35Model128K / 15.2 GB50
Arcee Agent128K / 15.2 GB37792
Marco O132K / 15.2 GB4090702
Note: green Score (e.g. "73.2") means that the model is better than Kaballas/T21Model.

Rank the T21Model 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 v20241227