DylanLoader / lazy-cv

A repo for generating materials related to my job search

Lazy-CV: LLM Fueled Cover Letter Generator

Disclaimer: I am running this model locally on an M2 Macbook Pro with 96gb of unified memory and do not plan to implement this for web-containers. So your model choice will depend on the hardware you have available and which model you choose to run.

Table of contents

1. Building Initial Prompts (Optional)
2. Setup
   1. Sub paragraph
3. Output

Building An Initial Prompt For Cover Letters (Optional)

Assuming you're running the same model as the repo (Mistral-11B-OmniMix) you shouldn't have to do this process.

1. Download LMStudio for your platform: https://lmstudio.ai/

2. Navigate to the chat tab in the left panel and choose the model you want to generate your cover letters, in my case I am using: https://huggingface.co/TheBloke/Mistral-11B-OmniMix-GGUF 3. Next we chat a bit with the model to generate the initial prompt. 3.1 Question 1: "What information do you need from me to write a compelling cover letter for a job application?"

Setup

Setup Section 1

for Macbook Metal M1/M2 GPU Support: https://python.langchain.com/docs/integrations/llms/llamacpp

Output

References:

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