What are the hardware requirements for Yi 6B 200K DPO?

Yi 6B 200K DPO requires approximately 12.1 GB of VRAM and supports a context window of 195K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Yi 6B 200K DPO and how large is it?

Yi 6B 200K DPO is developed by chinoll, a model with 6b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Yi 6B 200K DPO perform on standard benchmarks?

Yi 6B 200K DPO has the following published scores: MMLU 64. Compare against reference models on this page or on the LLM Explorer leaderboards.

Yi 6B 200K DPO by chinoll — VRAM 12.1GB, 195K context

Name: Yi 6B 200K DPO
Author: chinoll

Yi 6B 200K DPO is an open-source language model by chinoll. Features: 6b LLM, VRAM: 12.1GB, Context: 195K, License: other, LLM Explorer Score: 0.13, Arc: 43.1, HellaSwag: 74.5, MMLU: 64, GSM8K: 11.4.

Conversational Dataset:huggingfaceh4/ultrafee... En Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow Zh

Model Card on HF 🤗: https://huggingface.co/chinoll/Yi-6b-200k-dpo

Yi 6B 200K DPO Benchmarks

ARC: 43.09 vs 96.7 (so35)^-55.4%

HellaSwag: 74.53 vs 95.3 (gpt4)^-21.8%

MMLU: 64 vs 88.3 (so35)^-27.5%

GSM8K: 11.37 vs 96.4 (so35)^-88.2%

LLME Score: 0.13393

^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)

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Yi 6B 200K DPO Parameters and Internals

Model Type

text-generation

Supported Languages

zh (unknown), en (unknown)

LLM Name	Yi 6B 200K DPO
Repository 🤗	https://huggingface.co/chinoll/Yi-6b-200k-dpo
Model Size	6b
Required VRAM	12.1 GB
Updated	2026-05-25
Maintainer	chinoll
Model Type	llama
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 2.2 GB: 3-of-3
Supported Languages	zh en
Model Architecture	LlamaForCausalLM
License	other
Context Length	200000
Model Max Length	200000
Transformers Version	4.35.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	64000
Torch Data Type	bfloat16

Best Alternatives to Yi 6B 200K DPO

Best Alternatives	Context / RAM	Downloads	Likes
Yi 6B 200K	195K / 12.1 GB	46763	172
Yi 6B 200K AEZAKMI V2	195K / 12.1 GB	199	1
Wukong Yi 6B 200K	195K / 12.1 GB	6	1
Barcenas 6B 200K	195K / 12.1 GB	795	2
Yi 6B 200K Llama	195K / 12.1 GB	11	5
Yi 6B 200K Llamafied	195K / 12.1 GB	15	11
Llama 3.2 6B AlgoCode	128K / 12.7 GB	3	1
Chatglm2 6B Port Llama	32K / 12.5 GB	5	4
Miqu 6B Truthy	31K / 11.3 GB	109	1
Llama 3 6B V0.1	8K / 12.6 GB	68	14

Note: green Score (e.g. "73.2") means that the model is better than chinoll/Yi-6b-200k-dpo.

Rank the Yi 6B 200K DPO 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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Release v20260328a

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Yi 6B 200K DPO by chinoll

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Yi 6B 200K DPO Benchmarks

Yi 6B 200K DPO Parameters and Internals

Best Alternatives to Yi 6B 200K DPO

Rank the Yi 6B 200K DPO Capabilities

What open-source LLMs or SLMs are you in search of? 53999 in total.