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Qwark 4B by qingy2024

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  Merged Model   Autotrain compatible Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2.5-3b   Conversational   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/qingy2024/Qwark-4B 

Qwark 4B Benchmarks

LLME Score: 0.25092
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwark 4B (qingy2024/Qwark-4B)

Qwark 4B Parameters and Internals

LLM NameQwark 4B
Repository 🤗https://huggingface.co/qingy2024/Qwark-4B 
Base Model(s)  Qwen/Qwen2.5-3B   Qwen/Qwen2.5-3B
Merged ModelYes
Model Size3b
Required VRAM9.6 GB
Updated2025-02-05
Maintainerqingy2024
Model Typeqwen2
Model Files  5.0 GB: 1-of-2   4.6 GB: 2-of-2
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Qwark 4B

Best Alternatives
Context / RAM
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Likes
Saba2 3B128K / 6.2 GB3300
Saba1.5 Pro 3B128K / 5.8 GB1371
Light 1.1 3B128K / 6.2 GB621
SmallThinker 3B Preview32K / 6.8 GB130211379
Qwen2.5 3B Instruct32K / 6.2 GB326544158
Qwen2.5 3B32K / 6.2 GB22464154
Light 3B32K / 6.9 GB3472
Calme 3.2 Instruct 3B32K / 11 GB30221
Calme 3.1 Baguette 3B32K / 6.2 GB30081
Calme 3.2 Baguette 3B32K / 11 GB29101
Note: green Score (e.g. "73.2") means that the model is better than qingy2024/Qwark-4B.

Rank the Qwark 4B Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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