Violet_Twilight-v0.2-GGUF
| Property | Value |
|---|---|
| Parameter Count | 12.2B |
| License | Apache 2.0 |
| Supported Languages | 9 (EN, FR, DE, ES, IT, PT, RU, ZH, JA) |
| Format | GGUF |
What is Violet_Twilight-v0.2-GGUF?
Violet_Twilight-v0.2-GGUF is an innovative language model created through a SLERP merge of Azure_Dusk-v0.2 and Crimson_Dawn-v0.2. This 12.2B parameter model leverages sophisticated merging techniques with carefully calibrated layer configurations to create a versatile multilingual assistant.
Implementation Details
The model employs a ChatML architecture with specific prompting structures, utilizing a complex SLERP merge configuration with varying attention and MLP layer weights. The merge configuration implements sophisticated parameter mixing, with self-attention values ranging from 0 to 1 and MLP values distributed in complementary patterns.
- Trained on 8 curated datasets including synthetic, roleplay, and instruction-tuned content
- Implements bfloat16 dtype for efficient processing
- Features custom sampling configurations including "Smooth Creativity" and "Variant Chimera"
Core Capabilities
- Multilingual support across 9 major languages
- Enhanced conversational abilities through ChatML formatting
- Flexible parameter mixing for optimal performance
- Multiple optimized sampling configurations for different use cases
Frequently Asked Questions
Q: What makes this model unique?
The model's distinctive SLERP merge architecture combined with its extensive multilingual capabilities and specialized sampling configurations sets it apart. The careful balance of attention and MLP layer weights creates a versatile system suitable for various applications.
Q: What are the recommended use cases?
The model excels in conversational tasks, multilingual interactions, and creative text generation. It's particularly well-suited for applications requiring nuanced responses across multiple languages and contexts.
