Quyen Mini V0.1 By vilm: Benchmarks, Features and Detailed Analysis. Insights on Quyen Mini V0.1.

Autotrain compatible Conversational Dataset:argilla/distilabel-cap... Dataset:intel/orca dpo pairs Dataset:ldjnr/capybara Dataset:teknium/openhermes-2.5 En Endpoints compatible Model-index Pytorch Qwen2 Region:us

Model Card on HF 🤗: https://huggingface.co/vilm/Quyen-Mini-v0.1

Quyen Mini V0.1 Benchmarks

ARC: 39.33 vs 96.7 (so35)^-59.3%

HellaSwag: 60.57 vs 95.3 (gpt4)^-36.4%

MMLU: 43.93 vs 88.3 (so35)^-50.2%

TruthfulQA: 46.44 vs 59 (gpt4)^-21.3%

WinoGrande: 59.12 vs 87.5 (gpt4)^-32.4%

GSM8K: 27.45 vs 96.4 (so35)^-71.5%

LLME Score: 0.20203

^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)

Quyen Mini V0.1 Parameters and Internals

Model Type

text generation

Training Details

Data Sources:

OpenHermes-2.5 by Teknium, Capyabara by LDJ, argilla/distilabel-capybara-dpo-7k-binarized by argilla, orca_dpo_pairs by Intel, Private Data by Ontocord & BEE-spoke-data

Methodology:

Trained with SFT and DPO

LLM Name	Quyen Mini V0.1
Repository 🤗	https://huggingface.co/vilm/Quyen-Mini-v0.1
Required VRAM	3.7 GB
Updated	2025-02-05
Maintainer	vilm
Model Type	qwen2
Model Files	3.7 GB
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	other
Context Length	8192
Model Max Length	8192
Transformers Version	4.38.0.dev0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Quantized Models of the Quyen Mini V0.1

Model	Likes	Downloads	VRAM
Quyen Mini V0.1 GPTQ	1	6	1 GB

Best Alternatives to Quyen Mini V0.1

Best Alternatives	Context / RAM	Downloads	Likes
Marco LLM ES	128K / 15.2 GB	16	0
C3D4e5F6	128K / 1 GB	630	0
Qwerty2 05bita	128K / 1 GB	569	0
B2C3D4e5	128K / 1 GB	50	0
RP Jp 2	32K / 1 GB	79	1
Qwen Coder7B Finetune	32K / 15.2 GB	7	0
XFinder Qwen1505	32K / 0.9 GB	5	4
Quyen Plus V0.1 GPTQ	32K / 6.2 GB	5	2
Quyen V0.1 GPTQ	32K / 3.4 GB	5	1
Quyen Pro V0.1 GPTQ	32K / 10.4 GB	5	1

Note: green Score (e.g. "73.2") means that the model is better than vilm/Quyen-Mini-v0.1.

Rank the Quyen Mini V0.1 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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