Japanese-Starling-ChatV-7B-GGUF Open-Source Japanese Chat Model - Optimized Weights for Uninterrupted Conversations

Japanese Starling ChatV 7B GGUF

Developed by TFMC

This is the GGUF format conversion version of the Japanese-Starling-ChatV-7B model, a Japanese chat model based on the Mistral-7B architecture, optimized through weight adjustments from Starling-LM-7B-beta.

Large Language Model JapaneseOpen Source License:Apache-2.0 #Japanese Chat Optimization #Efficient Mistral Architecture #Excellent Instruction Tuning Performance

Downloads 387

Release Time : 4/14/2024

Model Overview

A Japanese chat model based on the Mistral-7B architecture, optimized with specific techniques to enhance chat capabilities, suitable for Japanese dialogue generation tasks.

Model Features

Japanese Optimization

Specifically optimized for Japanese chat scenarios, providing a more natural Japanese dialogue experience.

Weight Adjustment Technique

Obtains chat vectors by subtracting Mistral-7B-v0.1 weights from Starling-LM-7B-beta, enhancing model performance.

Efficient Quantization

Provides quantized versions in GGUF format, facilitating deployment on various hardware.

Model Capabilities

Japanese Text Generation

Dialogue Systems

Instruction Following

Use Cases

Chat Applications

Japanese Intelligent Assistant

Building Japanese chatbots or virtual assistants

Achieved an average score of 3.42 on the ELYZA-tasks-100 benchmark

Content Generation

Generating Japanese articles, emails, or other text content

Model (Q8_0 quant)	c4ai-command-r-v01-GGUF	JA-Starling-ChatV-7B-GGUF (This model)	ChatNTQ-JA-7b-v1.0-GGUF	RakutenAI-7B-chat-gguf	ELYZA-japanese-Llama-2-7b-instruct-gguf
Parameters	35B	7B(Mistral)	7B(Mistral)	7B(Mistral)	7B(Llama-2)
ELYZAtasks100 average score	3.42	3.42	3.06	2.82	2.46

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Japanese Starling ChatV 7B GGUF

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Japanese-Starling-ChatV-7B-GGUF

✨ Features

📚 Documentation

Performance

Prompt Template

📄 License