Projects in Awesome Lists tagged with few-shot-prompting

https://github.com/freshllms/freshqa

Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)

few-shot-prompting in-context-learning large-language-models retrieval-augmented-generation

Last synced: 09 May 2025

https://github.com/tddschn/langwhat

pyWhat LLM version | Answer "What is it?" on the command line with the power of large language models

chatgpt edgegpt few-shot-prompting langchain llm openai prompt-engineering pywhat sydney

Last synced: 19 Apr 2025

https://github.com/elmiraghorbani/dynamic_prompting

Dynamic Few-Shot Prompting is a Python package that dynamically selects N samples that are contextually close to the user's task or query from a knowledge base (similar to RAG) to include in the prompt.

few-shot-classifcation few-shot-prompting generative-ai gpt information-retrieval knowledge-base llama llama3 llama3-prompts llm nlp prompt prompt-engineering prompt-tuning python rag retreival retrieval-augmented-generation

Last synced: 10 Feb 2025

https://github.com/asifhaider/llm-finetuning-prompting-project

Python Project Sample for Demonstration

bm25 code-review few-shot-prompting gpt35turbo instruction-following llama3 qlora supervised-finetuning

Last synced: 08 Apr 2025

https://github.com/ksm26/prompt-engineering-with-llama-2

The course provides guidance on best practices for prompting and building applications with the powerful open commercial license models of Llama 2.

advanced-prompting-models ai-applications chain-of-thought-prompting code-llama few-shot-prompting industry-standards language-models llama-2 llama-guard llm-interaction meta-llama-2-chat natural-language-processing open-commercial-license prompt-engineering prompt-engineering-models responsible-ai responsible-ai-techniques safe-ai

Last synced: 28 Mar 2025

https://github.com/anmolian/prompt_eval_llm_judge

Prompt Design & LLM Judge

contrastive-cot-prompting cot-prompting few-shot-prompting llm-judge llms one-shot-prompting prompt-engineering role-playing-prompting self-consistency-prompting trec-rag-2024 zero-shot-prompting

Last synced: 20 Feb 2025

https://github.com/abhiram-kandiyana/error-explainer

Explanation of Programming Errors using Open-source LLMs

code-llama few-shot-prompting finetuning-llms low-rank-adaptation text-alignment

Last synced: 26 Mar 2025

https://github.com/simonpierreboucher/llm_multiple_generation

This repository contains Jupyter notebooks demonstrating various generation tasks with Large Language Models (LLMs). It provides examples for summarization, text generation, few-shot learning, and translation, utilizing different LLM APIs to showcase the capabilities of multiple providers.

anthropic few-shot few-shot-prompting large-language-models llm mistral openai summary translation