v8.2 - Gemma Embedding

Release Notes

Dependencies

• Updated dependencies
• Upgraded PyTorch → 2.8.0
• Upgraded CUDA → 12.8

Chat Models

Added / Updated	Removed
LiquidAI - 0.35b	MiniCPM4 - 0.5b
LiquidAI - 0.7b	Exaone - 2.4b
LiquidAI - 1.2b	Exaone - 7.8b
Qwen 3 - 4b (updated)	MiniCPM4 - 8b
	Exaone - 32b

Embedding Models

Added / Updated	Removed
embeddinggemma-300m	—

Vision Models

Added / Updated	Removed
InternVL3 - 1b (updated)	Ovis2 - 1b
Liquid-VL - 480M	Ovis2 - 2b
Liquid-VL - 1.6B	THUDM glm4v - 9b
GLM-4.1V-9B-Thinking	Molmo-D-0924 - 8b

Improvements

• Improved database creation process
• Added HuggingFace key handling for gated embeddings (e.g., embeddinggemma-300m)
• Revamped vision model settings