Maria Nedorosleva

Large Language Models Researcher. Reviewer @NeurIPSConf Women in Machine Learning and Data Science @wimlds . Opinions are my own.
#Deeplearning #MachineLearning

[Machine Learning Archive @mlarchive]

In Neural Networks, Activation functions are the mathematical functions applied to each neuron or node in the network. It determines whether a neuron should be activated by applying a nonlinear transformation. Read more below!

#AI #MachineLearning

https://t.co/Ejp3Tccs7u

[DataDoses @Datadoses]

Fantastic panel of women in data and AI at the databricks summit!

#databricks #dais2024

[Maria Nedorosleva @MariaNedoro]

With its ability to analyze language and spot inconsistencies, BERT helps us distinguish real news from fake in the era of social media and online sources. 🔍 Let's combat misinformation together and ensure access to trustworthy information! 📷#BERT #NLP
https://t.co/NB4gmTPKll

[Maria Nedorosleva @MariaNedoro]

🔊📷 Unraveling Sound Properties! 📷📷 Discover the science behind sound waves, digital recording, common properties, and noise. 📷 #Acoustics #Audio #ScienceOfSound

https://t.co/rDv9araWgh

[Maria Nedorosleva @MariaNedoro]

Discover the power of Sentiment Analysis with Random Forest! 🤖📷 Uncover emotions in text and gain valuable insights into public opinion. #SentimentAnalysis #RandomForest #AI #NLP
https://t.co/9NMwUoNbNz

[Maria Nedorosleva @MariaNedoro]

✅ How to deploy #opensource #LLMs to Hugging Face Inference Endpoints.
✅ How to stream responses and test the performance.
#ai #llm #deployment
https://t.co/8hnJ6bUOws

[Maria Nedorosleva @MariaNedoro]

💡 This method allows for fine-tuning pre-existing, large-scale models to lengthen their effective context. 💡 The resulting model, LONGLLAMA, exhibits advancements in tasks requiring a long context.

#transformers #generativeai

[Maria Nedorosleva @MariaNedoro]

📢 #LONGLLAMA 🔥 Focused Transformer (FOT): a technique that employs a training process inspired by #contrastive learning.
💡 This novel approach enhances the structure of the (key, value) space, enabling an extension of the context length.

https://t.co/rfS49sIY4k
#ai #llms

[Machine Learning Archive @mlarchive]

Graph Convolutional Networks (GCNs) have emerged as a powerful tool within semi-supervised learning. GCNs are well-suited for graph-structured data. In this article, we delve into the concept of semi-supervised classification with GCNs.
#deeplearning #ai
https://t.co/lSKXHW5kTy

[Machine Learning Archive @mlarchive]

In the vast field of machine learning and data science, Naive Bayes is a powerful and widely used algorithm that has proven its effectiveness in various applications. this comprehensive guide will walk you through the fundamentals of Naïve Bayes!
https://t.co/ch8jsAlwXY
#AI

[Maria Nedorosleva @MariaNedoro]

#StarChat is a series of language models that are trained to act as helpful coding assistants.

#ai #transformers #coding #llms #generativeai

https://t.co/xnIYu2TEuv

[Maria Nedorosleva @MariaNedoro]

📢 #SlimPajama – 627B token, the largest deduplicated, multi-corpora, open-source, dataset for training large language models, from Cerebras Systems
https://t.co/Hbdkz462d4
#ai #llm #dataset #nlp #deeplearning

[Maria Nedorosleva @MariaNedoro]

🚀 Chat with #Falcon-40B-Instruct, brainstorm ideas, discuss your holiday plans, and more!
✨ Falcon40B is a state-of-the-art large language model built by the Technology Innovation Institute
🥇 It currently holds the 1st place on the Open LLM leaderboard!
https://t.co/0UVcnvPBEX

[Machine Learning Archive @mlarchive]

The advancements made in DALL-E 2 and DALL-E mini are significant developments in the field of text-to-image generation. After reading this article you should know what DALL-E and DALL-E mini are, and how they work!
#deeplearning #computervision #AI
https://t.co/b1jfF2OsZY

[Maria Nedorosleva @MariaNedoro]

#FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance!

Strategies that users can exploit to reduce the inference cost associated with using LLMs:

https://t.co/DEgnCG0BVP

[Maria Nedorosleva @MariaNedoro]

It is happening! 😲
#llms #chatgpt
https://t.co/V5brRkoMDw

[Maria Nedorosleva @MariaNedoro]

📢𝐅𝐫𝐨𝐦 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐭𝐨 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞
Yann LeCun's distinguished Lecture at the Institute for Experiential AI at Northeastern University on May 24.
💡How could machines learn as efficiently as humans?
https://t.co/ciD3PirIjH

[Maria Nedorosleva @MariaNedoro]

#Streamlit turns data scripts into shareable web apps in minutes.
All in pure Python. No front‑end experience required!
https://t.co/rB46iUtMzg
#python #webapps #data

[Maria Nedorosleva @MariaNedoro]

#LangChain is a framework for developing applications powered by language models.
https://t.co/UuDxwTOVYa
#ai #llms #python #language

[Maria Nedorosleva @MariaNedoro]

#LightningAI is a platform to train, deploy and build #AI with #PyTorch without the headaches!

https://t.co/tPQVKKNWD2