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How to measure correctness of an area

Given a 2D image of a puppy, the algorithm identifies which pixels are the puppy. In other words the silhouette of the puppy. I want to measure the correctness by comparing against a known-good ...
John Henckel's user avatar
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Generation time in stable cascade vs stable diffusion

According to the docs, Stable Cascade is meant to be faster than SD due to its architecture. However, when trying out using Python on my local machine, the results seem to be opposite. I am using a ...
x89's user avatar
  • 191
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Create model for manufacturing defect detection using python

Has anyone done some work on manufacturer defect detection? I need some input on this. I have done some research and found some examples like TensorFlow/Keras and CNN, but I need some real-time ...
Reetesh Nigam's user avatar
1 vote
1 answer

How is openAI embedding models trained?

how it the embedding model trained? Are the embeddings simply extracted from chatGPT4 or are they trained differently from the beginning (pre-training stage)?
haneulkim's user avatar
  • 469
1 vote
1 answer

Top_p parameter in langchain

I am trying to understand the top_p parameter in langchain (nucleus sampling) but I can't seem to grasp it. Based on this we sort the probabilities and select a ...
Labyrinthian's user avatar
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Improving performance of anomaly detection using dataset?

I am leveraging an isolation forest model from the scikit-learn library for anomaly detection in a time series dataset where each point in the dataset is a data frame. However, I possess additional ...
SUNITA GUPTA's user avatar
2 votes
1 answer

How to download and fine tune a large language model locally?

I want to fine tune a model locally, not using HuggingFace or any other third party tool. Basically, I want: Download a trained model (Llama-2, Falcon, whatever is easiest). Fine-tune it locally with ...
user's user avatar
  • 2,003
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Why are low probabilities problematic for knowledge destilation?

Recently, I have been reading the Knowledge Distillation paper (Distilling the Knowledge in a Neural Network) and I have two main questions: Neural networks typically produce class probabilities by ...
Amir Jalilifard's user avatar
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XAI model to evaluate MLP

I need to build a XAI model and I don't know where to begin. I have seen different algorithms but can't think of how to create a model with them.Could anyone help me?
alex martinez's user avatar
4 votes
1 answer

Solve tough clustering problem with overlapping clusters

I'm having some trouble to solve a hard clustering problem. I have a 2D dataset characterized by non spherical and partially overlaping clusters with different densities. I've read a lot about ...
Lorenço Santos's user avatar
1 vote
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Swin Transformer Relative Position Biases

I was reading the swin transformer paper and looking at the github implementation, i noticed that when calculating the relative position bias the input to the log function before the CPB MLP is scaled ...
jack's user avatar
  • 11
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What distribution-shift datasets exist for ML?

What datasets there are which contain a (labelled) distribution shift or which distribution-shifted datasets share classes? Currently I have found some interesting results using CIFAR10 and the ...
Somniare's user avatar
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1 answer

Can I run falcon-7b on a free google colab?

I'm a beginner at ML and AI. Background: I wanted to try out falcon-7b, the example I'm trying out: (Falcon-...
hungryWolf's user avatar
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Where can I find the applied data science research papers?

I'm trying to find conferences that have applied data science papers published. I'm only interested in top ranked conferences. And I notice quite a number of them are quite theoretical, e.g. IJAI, ...
Student's user avatar
  • 411