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TIL: How to Handle SSL Verification Errors in Corporate Environments
Handling SSL Verification Errors with Custom Certificates in Corporate Environments - ZScaler
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TIL: Setting Up Snippets in Vim with UltiSnips and vim-snippets
Exploring UltiSnips and vim-snippets
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TIL: Exploring hf-llm.rs and Rust Learnings
Exploring hf-llm.rs and Learning Rust Along the Way
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Deploying vLLMs with Docker: A Guide to Fixing NVIDIA GPU Access
A straightforward guide to resolving the 'unknown or invalid runtime name: nvidia' error for developers deploying VLLM using Docker.
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TIL: Asyncio for API Requests - Batching vs. Semaphore
This article describes the difference between manual batching vs Semaphore.
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Introducing PEP 736: Shorthand syntax for keyword arguments at invocation
This article describes PEP 736, which proposes the introductions of syntactic sugar `f(x=)` as a replacement for `f(x=x)`
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llamafile: Run Llama LLM Locally
This article describe how to run a LLM on your own computing using llamafile
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AWS Endpoint: Multi-model vs Multi-container
This article briefly explains the difference between multi-model and multi-container AWS endpoint deployment
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Fix: Overcomming SSH Connectivity Issues with GitLab
This article describes how to fix the issue of being unable to git clone from GitLab
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Fix: Failure to Start Jupyter Lab Notebook
This article describes how to fix the issue of being unable to start JupyterLab
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Running Llama2.c Inference: A Step-by-Step Guide
This article describe how to run inference on Llama2.c
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TIL: Finetuning Llama-2 Model with Autotrain and Lit-GPT
This article describe how to finetune the Llama-2 Model with two APIs
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Run Code Completion LLM Locally
This article describe how to run an offline AI Coding Assistant LLM on your CPU
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TIL: Evaluator from Huggingface
This article describe the usage of evaluator from Huggingface
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TIL: Better F-string expression with python 3.12
This article describe new updates of f-string on python3.12
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DocQA: Chat with PDFs using LangChain and OpenAI
This article demostrate the query result of DocQA using LangChain and OpenAI
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My first reinforcement learning model on AWS
This article demonstrates my experience of training a reinforcement learning (RL) model on AWS.
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Table Extraction: Comparing Amazon Textract Service and Camelot
This article demostrate the output difference between AWS Textract and Camelot
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How to train spaCy text classifier for multiclass or multilabel problem
This article describes the steps of training spaCy text classifiers.
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TIL: vim-pydocstring
This article introduce the vim plugin for auto generate python docstring.
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ChatGPT Prompt Engineering for Developers
This article describe some key takeaways concept that I learnt from the Coursera course.
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Finetune DistilGPT2 Language Model on Wikitext Dataset
This article describe my experience of finetuning DistilGPT-2 Model on WikiText.
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TIL: retab command in vim
This article describe a new vim command I just discovered.
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Minimalistic dev setup
This article documents the process of setting up my simple and minimal dev environment on a new machine.