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Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora by wasertech

 »  All LLMs  »  wasertech  »  Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora   URL Share it on

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  Adapter Base model:adapter:dphn/dolphi... Base model:dphn/dolphin-2.2.1-...   Dataset:wasertech/oneos   Finetuned   Generated from trainer   Lora   Peft   Region:us   Safetensors   Sft   Trl
Model Card on HF 🤗: https://huggingface.co/wasertech/assistant-dolphin-2.2.1-mistral-7b-e1-qlora 

Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora Benchmarks

LLME Score: 0.14279
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora (wasertech/assistant-dolphin-2.2.1-mistral-7b-e1-qlora)
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Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora Parameters and Internals

Use Cases 
Areas:
Natural Language Processing
Applications:
Text understanding and generation
Limitations:
Specific limitations will depend on the training and evaluation data.
Training Details 
Data Sources:
OneOS dataset
Model Architecture:
Fine-tuned version of cognitivecomputations/dolphin-2.2.1-mistral-7b
LLM NameAssistant Dolphin 2.2.1 Mistral 7B E1 Qlora
Repository 🤗https://huggingface.co/wasertech/assistant-dolphin-2.2.1-mistral-7b-e1-qlora 
Base Model(s)  cognitivecomputations/dolphin-2.2.1-mistral-7b   cognitivecomputations/dolphin-2.2.1-mistral-7b
Model Size7b
Required VRAM0.3 GB
Updated2025-10-13
Maintainerwasertech
Model Files  0.3 GB
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<|im_end|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|up_proj|k_proj|v_proj|down_proj|o_proj|q_proj
LoRA Alpha16
LoRA Dropout0
R Param64

Quantized Models of the Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora

Model
Likes
Downloads
VRAM
...andle Dolphin 2.2.1 Mistral 7B09114 GB

Best Alternatives to Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora

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Zephyr 7B Ipo 0K 15K I10K / 0.7 GB60
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Mistral 7B Instruct Sa V0.10K / 0 GB50
Note: green Score (e.g. "73.2") means that the model is better than wasertech/assistant-dolphin-2.2.1-mistral-7b-e1-qlora.

Rank the Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora 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 v20241124
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