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Dolphin 2.9.2 Qwen72b 8.0bpw H8 EXL2 by atcsecure

 »  All LLMs  »  atcsecure  »  Dolphin 2.9.2 Qwen72b 8.0bpw H8 EXL2   URL Share it on

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  8-bit   Autotrain compatible   Axolotl Base model:quantized:qwen/qwen...   Base model:qwen/qwen2-72b   Conversational Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/...   Dataset:internlm/agent-flan Dataset:locutusque/function-ca... Dataset:m-a-p/codefeedback-fil... Dataset:microsoft/orca-math-wo...   Dataset:teknium/openhermes-2.5   Endpoints compatible   Exl2   Generated from trainer   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/atcsecure/dolphin-2.9.2-qwen72b-8.0bpw-h8-exl2 

Dolphin 2.9.2 Qwen72b 8.0bpw H8 EXL2 Benchmarks

LLME Score: 0.19516
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolphin 2.9.2 Qwen72b 8.0bpw H8 EXL2 (atcsecure/dolphin-2.9.2-qwen72b-8.0bpw-h8-exl2)

Dolphin 2.9.2 Qwen72b 8.0bpw H8 EXL2 Parameters and Internals

Model Type 
AutoModelForCausalLM
Use Cases 
Primary Use Cases:
instruction, conversational, coding skills, initial agentic abilities
Limitations:
advised to implement your own alignment layer, highly compliant with any requests, even unethical ones
Considerations:
Filtered dataset to remove alignment and bias
Training Details 
Data Sources:
GPT4
Methodology:
FFT and fine-tuning on selected parameters by Laser Scanner using ChatML template format
Context Length:
8192
LLM NameDolphin 2.9.2 Qwen72b 8.0bpw H8 EXL2
Repository 🤗https://huggingface.co/atcsecure/dolphin-2.9.2-qwen72b-8.0bpw-h8-exl2 
Base Model(s)  Qwen2 72B   Qwen/Qwen2-72B
Model Size72b
Required VRAM66.8 GB
Updated2025-02-03
Maintaineratcsecure
Model Typeqwen2
Model Files  8.5 GB: 1-of-8   8.6 GB: 2-of-8   8.6 GB: 3-of-8   8.5 GB: 4-of-8   8.5 GB: 5-of-8   8.5 GB: 6-of-8   8.6 GB: 7-of-8   7.0 GB: 8-of-8
Quantization Typeexl2
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.40.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than atcsecure/dolphin-2.9.2-qwen72b-8.0bpw-h8-exl2.

Rank the Dolphin 2.9.2 Qwen72b 8.0bpw H8 EXL2 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 v20241227
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