CALM3-22B-Chat
| Property | Value |
|---|---|
| Parameter Count | 22.5B |
| Context Length | 16,384 tokens |
| Training Data | 2.0 trillion tokens |
| License | Apache-2.0 |
| Languages | Japanese, English |
What is calm3-22b-chat?
CALM3-22B-Chat is a sophisticated bilingual language model developed by CyberAgent, Inc. It represents a significant advancement in multilingual AI capabilities, being pre-trained on 2.0 trillion tokens from scratch and subsequently fine-tuned specifically for dialogue applications. The model implements the ChatML format and supports both Japanese and English interactions with impressive fluency.
Implementation Details
The model utilizes a decoder-only architecture built on the transformer framework, optimized with BF16 precision for efficient processing. It integrates seamlessly with the Hugging Face transformers library and supports advanced features like text streaming and temperature-controlled generation.
- Uses ChatML prompt format for structured conversations
- Supports system, user, and assistant message types
- Implements auto-device mapping for optimal hardware utilization
- Features customizable generation parameters
Core Capabilities
- Bilingual dialogue generation in Japanese and English
- Extended context window of 16,384 tokens
- Streaming text generation support
- Fine-tuned specifically for conversational AI applications
- Handles complex dialogue contexts and multiple message types
Frequently Asked Questions
Q: What makes this model unique?
CALM3-22B-Chat stands out for its extensive pre-training on 2.0 trillion tokens and specialized fine-tuning for dialogue. Its bilingual capabilities and large context window make it particularly valuable for Japanese and English language applications.
Q: What are the recommended use cases?
The model is ideally suited for building conversational AI applications, particularly those requiring bilingual capabilities in Japanese and English. It excels in scenarios requiring natural dialogue generation, customer service automation, and interactive language assistance.
