Ravi Panchumarthy ravi9

Optimizing TrOCR with OpenVINO

This guide provides detailed instructions for optimizing the https://huggingface.co/microsoft/trocr-base-printed model with OpenVINO.

Environment Setup

To prepare your environment for model optimization and inference:

sudo apt update

Optimizing BAAI general embedding (BGE) with OpenVINO

This guide provides detailed instructions for optimizing the BAAI general embedding (BGE) - https://huggingface.co/BAAI/bge-reranker-base model with OpenVINO and Optimum Intel.

Environment Setup

To prepare your environment for model optimization and inference:

sudo apt update

Prepare your environment for model optimization and inference:

sudo apt update
sudo apt install git-lfs -y

Setup OpenVINO virtual env and install the nightly packages and latest Optimum-intel

Leaked meta prompt, seen at https://x.com/amebagpt/status/1841177927569838519

Understand the Task: Grasp the main objective, goals, requirements, constraints, and expected output.
- Minimal Changes: If an existing prompt is provided, improve it only if it's simple. For complex prompts, enhance clarity and add missing elements without altering the original structure.
- Reasoning Before Conclusions: Encourage reasoning steps before any conclusions are reached. ATTENTION! If the user provides examples where the reasoning happens afterward, REVERSE the order! NEVER START EXAMPLES WITH CONCLUSIONS!
    - Reasoning Order: Call out reasoning portions of the prompt and conclusion parts (specific fields by name). For each, determine the ORDER in which this is done, and whether it needs to be reversed.
    - Conclusion, classifications, or results should ALWAYS appear last.
- Examples: Include high-quality examples if helpful, using placeholders [in brackets] for complex elements.
   - What kinds of example

	"""
	Copyright (c) 2022 Intel Corporation

	Licensed under the Apache License, Version 2.0 (the "License");
	you may not use this file except in compliance with the License.
	You may obtain a copy of the License at
	http://www.apache.org/licenses/LICENSE-2.0
	Unless required by applicable law or agreed to in writing, software
	distributed under the License is distributed on an "AS IS" BASIS,
	WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

	#!/bin/bash

	# Copyright (c) 2022 Intel Corporation
	# Licensed under the Apache License, Version 2.0 (the "License");
	# you may not use this file except in compliance with the License.
	# You may obtain a copy of the License at
	# http://www.apache.org/licenses/LICENSE-2.0
	# Unless required by applicable law or agreed to in writing, software
	# distributed under the License is distributed on an "AS IS" BASIS,
	# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.