Ashish Kumar Sinha
Machine Learning Engineer and Researcher.
Tags
gnn algorithm llm project nlp theory recsys survey rl PEFT Machine Learning Deep Learning Transformers LoRA Attention LLM Quantization SFT#gnn
#algorithm
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Node2Vec - Word2Vec in disguise (?)
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Graph Convolutional Nets - Basics
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Self Attention Mechanism - Learning Contextualized Embeddings
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Frequent Itemset Mining
#llm
huberLLM - Retrieval Augmented LLM for Huberman Podcast#project
#nlp
#theory
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Self Attention Mechanism - Learning Contextualized Embeddings
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Frequent Itemset Mining
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Imitation Learning - How to make it work?
#recsys
#survey
#rl
#PEFT
#Machine Learning
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Parameter Efficient Fine Tuning (PEFT) – Adapting Large Models at Scale
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How Low-Rank Adaptation (LoRA) Changes the Geometry of Self-Attention
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Democratizing LLM Inference with Quantization Techniques
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Supervised Fine-Tuning (SFT) for LLMs
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Supervised Fine-Tuning (SFT) on a Tiny Language Model
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Low-Rank Adaptation (LoRA) for BERT Classification
#Deep Learning
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Parameter Efficient Fine Tuning (PEFT) – Adapting Large Models at Scale
-
How Low-Rank Adaptation (LoRA) Changes the Geometry of Self-Attention
-
Democratizing LLM Inference with Quantization Techniques
-
Supervised Fine-Tuning (SFT) for LLMs
-
Supervised Fine-Tuning (SFT) on a Tiny Language Model
-
Low-Rank Adaptation (LoRA) for BERT Classification
#Transformers
-
Parameter Efficient Fine Tuning (PEFT) – Adapting Large Models at Scale
-
How Low-Rank Adaptation (LoRA) Changes the Geometry of Self-Attention
-
Democratizing LLM Inference with Quantization Techniques
-
Supervised Fine-Tuning (SFT) for LLMs
-
Supervised Fine-Tuning (SFT) on a Tiny Language Model
-
Low-Rank Adaptation (LoRA) for BERT Classification
#LoRA
-
How Low-Rank Adaptation (LoRA) Changes the Geometry of Self-Attention
-
Low-Rank Adaptation (LoRA) for BERT Classification
#Attention
#LLM
-
Democratizing LLM Inference with Quantization Techniques
-
Supervised Fine-Tuning (SFT) for LLMs
-
Supervised Fine-Tuning (SFT) on a Tiny Language Model
-
Low-Rank Adaptation (LoRA) for BERT Classification