Qwen Carpmuscle V0.4 by TheTsar1209

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  4bit   Autotrain compatible Base model:finetune:unsloth/qw... Base model:unsloth/qwen2.5-14b...   Conversational   En   Endpoints compatible   Instruct   Model-index   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth

Qwen Carpmuscle V0.4 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen Carpmuscle V0.4 (TheTsar1209/qwen-carpmuscle-v0.4)

Qwen Carpmuscle V0.4 Parameters and Internals

LLM NameQwen Carpmuscle V0.4
Repository ๐Ÿค—https://huggingface.co/TheTsar1209/qwen-carpmuscle-v0.4 
Base Model(s)  unsloth/Qwen2.5-14B-Instruct-bnb-4bit   unsloth/Qwen2.5-14B-Instruct-bnb-4bit
Model Size14b
Required VRAM29.7 GB
Updated2025-02-05
MaintainerTheTsar1209
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   5.0 GB: 5-of-6   4.7 GB: 6-of-6
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size152064
Torch Data Typebfloat16

Best Alternatives to Qwen Carpmuscle V0.4

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Context / RAM
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...B Instruct 1M Unsloth Bnb 4bit986K / 14.3 GB2342
Qwen2.5 14B Instruct 1M 8bit986K / 15.7 GB2392
Qwen Carpmuscle V0.4.132K / 29.7 GB110
...wen2.5 Coder 14B Instruct 4bit32K / 8.3 GB3862433
CogitoZ1432K / 29.7 GB601
...n2.5 Math 14B Instruct Preview32K / 29.7 GB2321
Qwen2.5 14B Instruct 4bit32K / 8.3 GB7108217
...wen2.5 Math 14B Instruct Alpha32K / 29.7 GB782
Sphinx2.032K / 29.7 GB140
Reasoning 1 1K Demo32K / 29.7 GB151
Note: green Score (e.g. "73.2") means that the model is better than TheTsar1209/qwen-carpmuscle-v0.4.

Rank the Qwen Carpmuscle V0.4 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