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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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Introduction to StarCoder and StarCoder 2

Sovit Ranjan RathSovit Ranjan Rath September 23, 2024September 23, 2024 4 Comments
Introduction to Starcoder and Starcoder 2

In this article, we explore the important components of the Starcoder and Starcoder 2 paper including the model architecture, the datasets, and benchmark. ...

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Custom RAG Pipeline from Scratch

Sovit Ranjan RathSovit Ranjan Rath September 16, 2024September 16, 2024 0 Comments
Custom RAG Pipeline from Scratch

In this article, we create a custom RAG pipeline from scratch with Sentence Transformer embeddings and using Phi-3 Mini for LLM calls. ...

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Introduction to Phi-3

Sovit Ranjan RathSovit Ranjan Rath September 9, 2024September 9, 2024 6 Comments
Introduction to Phi-3

In this article, we cover the summary of the Phi-3 technical report including the architecture, the dataset curation strategy, benchmarks, and Phi-3 vision capabilities. ...

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Custom Phi-3 Gradio Chat with File Upload

Sovit Ranjan RathSovit Ranjan Rath September 2, 2024September 2, 2024 4 Comments
Custom Phi-3 Gradio Chat with File Upload

In this article, we create a custom Phi-3 Gradio chat interface with the ability to upload and query files.s ...

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