Tess V2.5.2 Qwen2 72B 4 0bpw H6 EXL2 Pippa by denru

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Tess V2.5.2 Qwen2 72B 4 0bpw H6 EXL2 Pippa is an open-source language model by denru. Features: 72b LLM, VRAM: 38.6GB, Context: 128K, Quantized, LLM Explorer Score: 0.14.

  4-bit   Conversational   Endpoints compatible   Exl2   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Tess V2.5.2 Qwen2 72B 4 0bpw H6 EXL2 Pippa Benchmarks

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

Tess V2.5.2 Qwen2 72B 4 0bpw H6 EXL2 Pippa Parameters and Internals

LLM NameTess V2.5.2 Qwen2 72B 4 0bpw H6 EXL2 Pippa
Repository 🤗https://huggingface.co/denru/Tess-v2.5.2-Qwen2-72B-4_0bpw-h6-exl2-pippa 
Model Size72b
Required VRAM38.6 GB
Updated2026-05-22
Maintainerdenru
Model Typeqwen2
Model Files  8.5 GB: 1-of-5   8.5 GB: 2-of-5   8.6 GB: 3-of-5   8.5 GB: 4-of-5   4.5 GB: 5-of-5
Quantization Typeexl2
Model ArchitectureQwen2ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|end_of_text|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Tess V2.5.2 Qwen2 72B 4 0bpw H6 EXL2 Pippa

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Context / RAM
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Kimi Dev 72B 4bit DWQ128K / 40.9 GB302519
Kimi Dev 72B 8bit128K / 77.1 GB2042
Kimi Dev 72B 5bit128K / 50.1 GB2082
...in 2.9.2 Qwen2 72B 6.0bpw EXL2128K / 56.1 GB71
Qwen2 72B Bnb 4bit128K / 41.2 GB614
...phin 292 Qwen2 72b EXL2 4 0bpw128K / 38.6 GB41
...n 2.9.2 Qwen72b 8.0bpw H8 EXL2128K / 66.8 GB32
Qwen2 72B 4bit128K / 40.9 GB270
...B Instruct 2.0bpw H Novel EXL2125K / 23 GB51
Qwen2 72B Instruct 4bit32K / 40.9 GB432
Note: green Score (e.g. "73.2") means that the model is better than denru/Tess-v2.5.2-Qwen2-72B-4_0bpw-h6-exl2-pippa.

Rank the Tess V2.5.2 Qwen2 72B 4 0bpw H6 EXL2 Pippa 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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Release v20260328a