Re: Fine-tuning OpenAI Vision Models for Visual Question-Answering Programming Computer Science by RKE2 Fine-tuning OpenAI Vision Models for visual question-answering is an exciting step forward in AI! It is amazing how these models can combine image recognition with natural language processing to provide accurate, context-aware answers. Cannot wait to see more advancements! How to Fine-tune the OpenAI GPT-4o Model - The Wait is Finally Over Programming Computer Science by usmanmalik57 …been written to {json_file_path}") ``` To fine-tune the OpenAI model, you need to upload training…file=open(json_file_path, "rb"), purpose="fine-tune" ) ``` Finally, as shown in the script…=open(json_file_path, "rb"), purpose="fine-tune" ) ``` Finally, you can start fine-tuning… Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by happygeek …days, System Mechanic is certainly the best known of the tune-up suites for Windows. Here at DaniWeb [we last reviewed…all your device drivers. What iolo also does is employ 'Tune-up Definitions' provided as weekly updates, free of charge, to… as a backup of the system Registry before letting any tune-up suite loose on your computer. That said, the … Re: Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by Reverend Jim …. When I install a program that is supposed to "tune" my system by playing around with critical system components… Re: Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by johhny-marshal Windows tune up utility is a nice software program which tunes up the computer just like it was on the day first. It optimizes the computer to the fullest and the system works smooth as it was one the first day. Re: creating a tune Programming Software Development by phorce What do you mean by "Tune", what it looks like you're doing is creating … sampling rate? If you're talking about creating a "tune" in terms of a synthesizer then this is a… creating a tune Programming Software Development by Jake_4 Hello everyone, i am going to create a small tune though i have no idea how to go about it. … Re: creating a tune Programming Software Development by Jake_4 all of that has been declared in the full code. When i say tune, i mean small scale, say the c scale for example. i have the first c note with that loop, the next step is D playing straight after. Any ideas? Mouse freezes plays tune Hardware and Software Microsoft Windows by wmc1956 … then it will unfreeze and sometimes will play another little tune. The computer itself has been freezing up too so i… Re: creating a tune.. Programming Software Development by pritaeas Closed. Continue here: http://www.daniweb.com/software-development/cpp/threads/477274/creating-a-tune Re: Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by happygeek I cannot vouch for the 'free' version of the software Jim, not having tried it myself. Re: Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by Reverend Jim I've been looking at the trial version and I'm impressed. Re: Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by Arandora I tried the Free version on both my laptop and PC and was sufficiently impressed that I took out the One Year, all machines, Special Offer upgrade. Both machines are performing better than previously. Re: Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by leechyeah My Impression on iolo System Mechanic 11 Trial * Nice, easy to use UI * Installation took 7 minutes, not the fastest + see Reverend Jim's comment about inaccurate file information that was similar to my case * Performs quite well, removing clutter. However not much noticeable changes in acutual performance. Score 7/10 and would buy it if its … Re: Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by leechyeah UPDATE: After one day, my computer acutally feels slower. RAM is up from 40% to 70%. Could it be constantly scanning...... Uninstalling.... Re: Remember Windows tune-up utilities? System Mechanic 11 does... Hardware and Software Microsoft Windows by Palebushman Personally, Windows registry is a bit liking mating hedgehogs. If you are not fully acquainted with how the beast is going to respond to your 'tinkering', you are in for some very irksome and prickly surprises. The best performing registry is one that Windows fixes itself, try 'logging' off, turn your wireless keyboard/mouse off and leave your … Re: creating a tune Programming Software Development by phorce Try reading this: http://debbiebaker.wikispaces.com/file/view/example04_annotations_e.pdf/437832792/example04_annotations_e.pdf You might understand how things work better. Re: creating a tune Programming Software Development by Jake_4 Thank you for that it is interesting; though I understand the frequencies, i just put 500 as an easy number. My problem is when i open up the wav file, it plays a 1 second tone *Beeeeeeeeeep*, i want it to go *beeeeeeeeeep, booooooooooooop*. would a second loop be the answer? if so how would i format the code? Re: creating a tune Programming Software Development by phorce So, as I said in my first post. If you increase the total number of `n` values, then, you would therefore increase the total size of the audio file.. `n < 256 > 1024` That being said. You could (as a test) have two different loops that write to two different arrays and then concatenate these two arrays before writing them to the .wav file. … Re: Mouse freezes plays tune Hardware and Software Microsoft Windows by rubberman You might try the open source AV tool ClamWin. Besides scanning files, it can also scan what is loaded into memory. Re: Change-a-Letter-or-Two-Game Community Center Geeks' Lounge by didier-fr tune Fine Tuning Text Classification Models with Chat-GPT Programming Computer Science by usmanmalik57 … classification models with Chat-GPT. ## Why Fine Tune Chat-GPT? ## Fine-tuning Chat-GPT amplifies … efficient, and rapid results. ### How to Fine-Tune a Chat-GPT Model ### As per [OpenAI’s …=open(file_path, "rb"), purpose='fine-tune' ) return file The following script uploads the training… Fine-tuning OpenAI Vision Models for Visual Question-Answering Programming Computer Science by usmanmalik57 …## Importing and Preprocessing the Dataset We will fine-tune the GPT-4o model on a visual question-answering…training_data.jsonl ``` We are now ready to fine-tune the GPT-4o model. ## Vision Fine-tuning OpenAI…file=open(training_output_file, "rb"), purpose="fine-tune" ) ``` To start fine-tuning, call the `… Fine-tuning OpenAI GPT-4o for Multi-label Text Classification Programming Computer Science by usmanmalik57 … Importing and Preprocessing the Dataset We will fine-tune the GPT-4o model using the same multi…file=open(training_file_path, "rb"), purpose="fine-tune" ) print(training_file.id) ``` ## Fine-tuning …model ID of the model you want to fine-tune. ```Python fine_tuning_job_gpt4o = client.fine_tuning.jobs.create(… Fine Tuning Google Gemma Model for Text Classification in Python Programming Computer Science by usmanmalik57 …## Fine Tuning Google Gemma Model ## Let's now fine-tune our Gemma model for a text classification task. ### Importing …took only 5000 records for fine-tuning. You can fine-tune on any number of records. ``` dataset = pd.… Tuning Gemma Model ### Finally, we are ready to fine-tune our Gemma model. We will use the [LoRA (Low-Rank… Comparing Fine-tuned and Default GPT-3.5 Turbo for Text Classification Programming Computer Science by usmanmalik57 …out of the box. However, you can fine-tune them on your specialized tasks to further enhance … json ``` ## Importing the Dataset We will fine-tune our model using the [Twitter US Airline Sentiment](https… file=open(json_file_path, "rb"), purpose="fine-tune" ) print(training_file.id) ``` Once the file is … Video Classification using Hugging Face Transformers in PyTorch Programming Computer Science by usmanmalik57 … ## Defining Video Preprocessing Functions ## We will fine-tune the [`VideoMAE`](https://huggingface.co/docs/transformers/model_doc/videomae… first create a PyTorch dataset, fine-tune the VideoMAE transformer model, and evaluate its…and Evaluation ## Now, we have everything to fine-tune the `VideoMAE` model for video classification. We will… Comparison of Fine-tuning GPT-4o mini vs GPT-3.5 for Text Classification Programming Computer Science by usmanmalik57 …( file=open(json_file_path, "rb"), purpose="fine-tune" ) print(training_file.id) ``` Once the file is …demonstrates. You will use this file ID to fine-tune your OpenAI model. ## Fine-Tuning GPT-4o Mini… Text Classification For comparison, we will also fine-tune the GPT-3.5 turbo model for text classification… Fine-Tuning OpenAI Whisper Model for Audio Classification in PyTorch Programming Computer Science by usmanmalik57 … In a previous article, I explained [how to fine-tune the vision transformer model for image classification in PyTorch](https://…In this article, I will explain how to fine-tune the pre-trained OpenAI Whisper model for audio classification … Whisper Model ## We are now prepared to fine-tune the Hugging Face Whisper model on our PyTorch dataset.… Alarm Question Programming Software Development by herebutfortea …mp = Dispatch("WMPlayer.OCX") tune = mp.newMedia("Therock.wav") mp.… too high try again ") mp.currentPlaylist.appendItem(tune) elif guess < rando: print guess =…too low try again ") mp.currentPlaylist.appendItem(tune) else: print "Congrats, now try …