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Phi-3.5 Vision: Multi-Turn Multimodal Chat with Images and Videos

Sovit Ranjan RathSovit Ranjan Rath October 28, 2024October 28, 2024 2 Comments
Phi-3-5 Vision Multi-Turn Multimodal Chat with Images and Videos

In this article, we create a multimodal chat interface with Gradio to chat with images and videos using Phi-3.5 Vision Instruct model. ...

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Serving LLMs using LitServe

Sovit Ranjan RathSovit Ranjan Rath October 21, 2024October 21, 2024 0 Comments
Serving LLMs using LitServe

In this article, we use LitGPT, LitAPI, and LitServe for serving LLMs using Lightning Studio and also on the local system. ...

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Torchvision Backbones for DeepLab Segmentation

Sovit Ranjan RathSovit Ranjan Rath October 14, 2024October 14, 2024 2 Comments
Torchvision Backbones for DeepLab Segmentation

In this article, we use different Torchvision backbones for creating DeepLab segmentation models and train it on the Pascal VOC semantic segmentation dataset. ...

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Adding Models to Ollama

Sovit Ranjan RathSovit Ranjan Rath October 7, 2024October 7, 2024 0 Comment
Adding Models to Ollama

In this article, we are adding a custom model to Ollama. We take a fine-tuned Hugging Face model, StarCoder2-3B, convert it to GGUF format, add it to local Ollama, and push the model to Ollama hub. ...

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Fine Tune StarCoder2-3B

Sovit Ranjan RathSovit Ranjan Rath September 30, 2024September 30, 2024 0 Comments
Fine Tune StarCoder2-3B

In this article, we fine tune the StarCoder2-3B model on an instruction tuning dataset to create a small, performant, and fast local coding LLM. ...

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