Japanese GPT Neox 3.6B Instruction Sft V2 By rinna: Benchmarks, Features and Detailed Analysis. Insights on Japanese GPT Neox 3.6B Instruction Sft V2.

Arxiv:2404.01657 Autotrain compatible Base model:finetune:rinna/japa... Base model:rinna/japanese-gpt-... Dataset:anthropic/hh-rlhf Dataset:stanfordnlp/shp Gpt neox Instruct Ja Lm Pytorch Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/rinna/japanese-gpt-neox-3.6b-instruction-sft-v2

Japanese GPT Neox 3.6B Instruction Sft V2 Benchmarks

LLME Score: 0.10254

^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)

Japanese GPT Neox 3.6B Instruction Sft V2 (rinna/japanese-gpt-neox-3.6b-instruction-sft-v2)

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Japanese GPT Neox 3.6B Instruction Sft V2 Parameters and Internals

Model Type

text generation

Supported Languages

Japanese (Advanced)

Training Details

Data Sources:

Anthropic/hh-rlhf, stanfordnlp/SHP

Methodology:

Finetuning using translated subsets of datasets.

Model Architecture:

A 36-layer, 2816-hidden-size transformer-based language model.

Input Output

Input Format:

A special format for constructing inputs as a conversation between 'ユーザー' and 'システム'.

LLM Name	Japanese GPT Neox 3.6B Instruction Sft V2
Repository 🤗	https://huggingface.co/rinna/japanese-gpt-neox-3.6b-instruction-sft-v2
Base Model(s)	rinna/japanese-gpt-neox-3.6b rinna/japanese-gpt-neox-3.6b
Model Size	3.6b
Required VRAM	7.4 GB
Updated	2025-09-23
Maintainer	rinna
Model Type	gpt_neox
Instruction-Based	Yes
Model Files	7.4 GB 7.4 GB
Supported Languages	ja
Model Architecture	GPTNeoXForCausalLM
License	mit
Context Length	2048
Model Max Length	2048
Tokenizer Class	T5Tokenizer
Padding Token	[PAD]
Vocabulary Size	32000
Torch Data Type	float16

Best Alternatives to Japanese GPT Neox 3.6B Instruction Sft V2

Best Alternatives	Context / RAM	Downloads	Likes
...rrowSmartPlus 3.6B Instruction	2K / 14.3 GB	5	1
...rtPlus 3.6B Instant Sft JHSVer	2K / 14.3 GB	0	1
... Large Lm 3.6B Instruction Sft	2K / 7.2 GB	1772	26
... GPT Neox 3.6B Instruction Sft	2K / 7.4 GB	2133	105
... GPT Neox 3.6B Instruction Ppo	2K / 7.4 GB	1685	73
...tion Sft 8bit 1g Actorder True	2K / 2.8 GB	20	2
...n Sft 4bit 128g Actorder False	2K / 2.1 GB	6	2

Note: green Score (e.g. "73.2") means that the model is better than rinna/japanese-gpt-neox-3.6b-instruction-sft-v2.

Rank the Japanese GPT Neox 3.6B Instruction Sft V2 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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Japanese GPT Neox 3.6B Instruction Sft V2 by rinna

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Japanese GPT Neox 3.6B Instruction Sft V2 Benchmarks

Japanese GPT Neox 3.6B Instruction Sft V2 Parameters and Internals

Best Alternatives to Japanese GPT Neox 3.6B Instruction Sft V2

Rank the Japanese GPT Neox 3.6B Instruction Sft V2 Capabilities

What open-source LLMs or SLMs are you in search of? 51545 in total.