Tagged "domain-adaptation"
3 articles tagged domain-adaptation, 22 August 2026 to 29 October 2026. Newest first.
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NVIDIA Nemotron 3.5 Transcribe and Granary v2: On-Device Speech Recognition with Prompt Adaptation
NVIDIA releases Nemotron Transcribe and Granary v2, specialized speech-to-text models designed for local deployment with prompt-based domain adaptation capabilities.
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Strong Domain Adaptation Results with Qwen 3 4B Fine-Tuning
A practitioner achieved good results fine-tuning Qwen 3 4B to learn specialized domain knowledge, showing that small quantised models can be effectively adapted for specific use cases without requiring massive compute.
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Teaching a Local LLM to Reason About a New Domain Through Continued Pretraining
A practical guide demonstrating how to adapt local LLMs like Qwen 3 4B to specialized domains using continued pretraining, with evidence of significant capability gains. This approach enables cost-effective domain customization without requiring cloud resources.