From d95be05445347b2cd5600e518575c02de3e4b08b Mon Sep 17 00:00:00 2001 From: Yainuvis Socarras Date: Tue, 26 Aug 2025 17:37:09 +0200 Subject: [PATCH 1/3] Update README.md - Added sample fine-tuning dataset (link) - Updated descriptions --- ai/generative-ai-service/llm-comparator/README.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/ai/generative-ai-service/llm-comparator/README.md b/ai/generative-ai-service/llm-comparator/README.md index 3ab6115ed..29437a622 100644 --- a/ai/generative-ai-service/llm-comparator/README.md +++ b/ai/generative-ai-service/llm-comparator/README.md @@ -19,11 +19,12 @@ Configure your Oracle Cloud Infrastructure credentials and endpoints in the conf # Useful Links -- [Gen AI DAC: Performance](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/performance.htm) -- [Gen AI Data handlining](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/data-handling.htm) -- [Hyperparameter details](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/fine-tuning-parameters.htm) -- [Model performance details](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/concepts-metrics.htm) -- [Available fine tunning methods](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/choose-method.htm) +- [Gen AI DAC Performance](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/performance.htm): Understand the performance characteristics of Generative AI Dedicated AI Cluster on OCI. +- [Gen AI Data Handling](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/data-handling.htm): Learn about data handling practices and policies for Generative AI on OCI. +- [Hyperparameter Details](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/fine-tuning-parameters.htm): Explore the hyperparameters available for fine-tuning Generative AI models on OCI. +- [Model Performance Details](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/concepts-metrics.htm): Understand the metrics used to evaluate the performance of Generative AI models on OCI. +- [Available Fine-Tuning Methods](https://docs.public.content.oci.oraclecloud.com/en-us/iaas/Content/generative-ai/choose-method.htm): Discover the fine-tuning methods supported by Generative AI on OCI and how to choose the right one. +- [Sample Fine-Tuning Dataset](https://huggingface.co/datasets/gbharti/finance-alpaca): Access a sample dataset for fine-tuning Generative AI models, specifically in the finance domain. # License From cacdef63e42f3d8c56add05660bb6ec4d05b4dcb Mon Sep 17 00:00:00 2001 From: Yainuvis Socarras Date: Tue, 26 Aug 2025 17:40:59 +0200 Subject: [PATCH 2/3] Update README.md - Added fine-tuning dataset reference --- ai/generative-ai-service/llm-comparator/files/README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/ai/generative-ai-service/llm-comparator/files/README.md b/ai/generative-ai-service/llm-comparator/files/README.md index ab9e13682..37b14e0d5 100644 --- a/ai/generative-ai-service/llm-comparator/files/README.md +++ b/ai/generative-ai-service/llm-comparator/files/README.md @@ -124,9 +124,9 @@ The project includes a utility script for converting datasets to OCI Generative ### Dataset Format Conversion (`format_dataset\dataset_to_oci_format.py`) -**Purpose**: Converts standard instruction-following datasets to OCI-compatible JSONL format. +**Purpose**: Converts standard instruction-following datasets (e.g., [gbharti/finance-alpaca](https://huggingface.co/datasets/gbharti/finance-alpaca) on Hugging Face) to OCI-compatible JSONL format. -**Input Format** (e.g., `finance_data.json`): +**Input Format** (e.g., `finance_data.json` in JSON format): ```json [ { @@ -265,4 +265,4 @@ ModuleNotFoundError: No module named 'langchain_community' - **API Keys**: Store OCI credentials securely - **Network Security**: Use HTTPS endpoints only -- **Access Control**: Implement proper OCI IAM policies \ No newline at end of file +- **Access Control**: Implement proper OCI IAM policies From bca640a2b2139f8fdc72f91a99ac0df512bda939 Mon Sep 17 00:00:00 2001 From: Yainuvis Socarras Date: Fri, 19 Sep 2025 11:35:36 +0200 Subject: [PATCH 3/3] Update README.md --- ai/generative-ai-service/llm-comparator/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ai/generative-ai-service/llm-comparator/README.md b/ai/generative-ai-service/llm-comparator/README.md index 29437a622..bda94c346 100644 --- a/ai/generative-ai-service/llm-comparator/README.md +++ b/ai/generative-ai-service/llm-comparator/README.md @@ -2,7 +2,7 @@ A web application that enables side-by-side comparison of Large Language Models (LLMs) and their fine-tuned counterparts on Oracle Cloud Infrastructure (OCI). The application provides an intuitive interface to evaluate model performance, response quality, and inference time improvements achieved through fine-tuning. -Reviewed: 23.07.2025 +Reviewed: 19.09.2025 image