Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora By wasertech: Benchmarks, Features and Detailed Analysis. Insights on Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora.

Adapter Base model:adapter:cognitiveco... Base model:cognitivecomputatio... 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: 0.17466

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

What is the LLM Explorer Rank (Score)

Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora (wasertech/assistant-dolphin-2.2.1-mistral-7b-e1-qlora)

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 Name	Assistant 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 Size	7b
Required VRAM	0.3 GB
Updated	2025-02-22
Maintainer	wasertech
Model Files	0.3 GB
Model Architecture	Adapter
License	apache-2.0
Is Biased	none
Tokenizer Class	LlamaTokenizer
Padding Token	<\|im_end\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	gate_proj\|up_proj\|k_proj\|v_proj\|down_proj\|o_proj\|q_proj
LoRA Alpha	16
LoRA Dropout	0
R Param	64

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

Model	Likes	Downloads	VRAM
...andle Dolphin 2.2.1 Mistral 7B	0	107	14 GB

Best Alternatives to Assistant Dolphin 2.2.1 Mistral 7B E1 Qlora

Best Alternatives	Context / RAM	Downloads	Likes
Qwen Megumin	0K / 0.1 GB	13	0
...s 25 Mistral 7B Irca DPO Pairs	0K / 0.1 GB	5	0
Qwen1.5 7B Chat Sa V0.1	0K / 0 GB	9	0
Zephyr 7B Ipo 0K 15K I1	0K / 0.7 GB	9	0
Deepthink Reasoning Adapter	0K / 0.2 GB	27	8
Deepseek Llm 7B Chat Sa V0.1	0K / 0 GB	5	0
... Days Of Sodom LoRA Mistral 7B	0K / 0.2 GB	5	0
Mistral 7B Instruct Sa V0.1	0K / 0 GB	6	0
CodeAstra 7B	0K / 0 GB	639	10
...eze Embed Tokens Q V Proj Lora	0K / 0.1 GB	4	1

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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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

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