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UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Induction heads & Function vectors

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Induction heads & Function vectors UofU Data Science

39 views - 6 days ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | QK & OV circuits

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | QK & OV circuits UofU Data Science

28 views - 6 days ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Arithmetic circuits & Course review

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Arithmetic circuits & Course review UofU Data Science

39 views - 6 days ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Attribution patching

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Attribution patching UofU Data Science

82 views - 3 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Activation patching

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Activation patching UofU Data Science

67 views - 3 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Direct logit attribution & Logit lens

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Direct logit attribution & Logit lens UofU Data Science

55 views - 3 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Model diffing with crosscoders

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Model diffing with crosscoders UofU Data Science

97 views - 4 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Probing: Part 2

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Probing: Part 2 UofU Data Science

88 views - 4 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Course review & Probing

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Course review & Probing UofU Data Science

155 views - 4 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Attribution graphs: Edge weights & pruning

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Attribution graphs: Edge weights & pruning UofU Data Science

177 views - 4 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | CLT → Attribution graph

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | CLT → Attribution graph UofU Data Science

129 views - 4 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Transcoders

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Transcoders UofU Data Science

192 views - 4 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | SAE advances: Part 2

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | SAE advances: Part 2 UofU Data Science

211 views - 4 weeks ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | SAE use cases & training advances

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | SAE use cases & training advances UofU Data Science

214 views - 1 month ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Evaluating SAE feature descriptions

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Evaluating SAE feature descriptions UofU Data Science

113 views - 1 month ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Generating SAE feature descriptions

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Generating SAE feature descriptions UofU Data Science

125 views - 1 month ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Linear representation hypothesis

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Linear representation hypothesis UofU Data Science

214 views - 1 month ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Sparse autoencoders: Basics

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Sparse autoencoders: Basics UofU Data Science

144 views - 1 month ago

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Superposition

UUtah CS 6966 Interpretability of LLMs | Spring 2026 | Superposition UofU Data Science

500 views - 1 month ago

(Q)LoRA; Course wrap

(Q)LoRA; Course wrap UofU Data Science

265 views - 3 months ago

Quantization & KV cache

Quantization & KV cache UofU Data Science

133 views - 3 months ago

DPO & Reasoning LMs

DPO & Reasoning LMs UofU Data Science

98 views - 4 months ago

SFT data & RLHF

SFT data & RLHF UofU Data Science

130 views - 4 months ago

LLM-as-judge; Instruction finetuning / SFT

LLM-as-judge; Instruction finetuning / SFT UofU Data Science

203 views - 4 months ago

Summarization & Text generation evaluation

Summarization & Text generation evaluation UofU Data Science

62 views - 4 months ago

Answer extraction & RAG

Answer extraction & RAG UofU Data Science

95 views - 4 months ago

QA landscape & Retrieval

QA landscape & Retrieval UofU Data Science

111 views - 4 months ago

Review & Pretraining data

Review & Pretraining data UofU Data Science

71 views - 4 months ago

Pretraining & finetuning

Pretraining & finetuning UofU Data Science

163 views - 4 months ago

Transformers Part 2

Transformers Part 2 UofU Data Science

95 views - 4 months ago

Transformers Part 1

Transformers Part 1 UofU Data Science

149 views - 5 months ago

Subword tokenization

Subword tokenization UofU Data Science

91 views - 5 months ago

Attention UofU Data Science

164 views - 5 months ago

seq2seq (through the lens of NMT)

seq2seq (through the lens of NMT) UofU Data Science

76 views - 6 months ago

Language modeling

Language modeling UofU Data Science

96 views - 6 months ago

Word embeddings: Eval & analysis + Course preview

Word embeddings: Eval & analysis + Course preview UofU Data Science

80 views - 6 months ago

Word embeddings: word2vec skip-gram

Word embeddings: word2vec skip-gram UofU Data Science

151 views - 6 months ago

Neural networks foundations: Part 2

Neural networks foundations: Part 2 UofU Data Science

163 views - 6 months ago

Neural networks foundations: Part 1

Neural networks foundations: Part 1 UofU Data Science

127 views - 6 months ago

Machine learning foundations: Part 2

Machine learning foundations: Part 2 UofU Data Science

151 views - 7 months ago

Machine learning foundations: Part 1

Machine learning foundations: Part 1 UofU Data Science

204 views - 7 months ago

Course Overview & Logistics

Course Overview & Logistics UofU Data Science

300 views - 7 months ago

Lecture 27: Practical advice for using machine learning

Lecture 27: Practical advice for using machine learning UofU Data Science

147 views - 11 months ago

Lecture 26: Neural networks (continued)

Lecture 26: Neural networks (continued) UofU Data Science

493 views - 11 months ago

Lecture 25: Neural networks (continued)

Lecture 25: Neural networks (continued) UofU Data Science

151 views - 11 months ago

Lecture 24b: Neural networks

Lecture 24b: Neural networks UofU Data Science

155 views - 11 months ago

Lecture 24a: Loss minimization (revisited)

Lecture 24a: Loss minimization (revisited) UofU Data Science

125 views - 11 months ago

Lecture 23b: Logistic regression

Lecture 23b: Logistic regression UofU Data Science

177 views - 11 months ago

Lecture 23a: Bayesian learning (continued)

Lecture 23a: Bayesian learning (continued) UofU Data Science

111 views - 11 months ago

Lecture 22b: Introduction to Bayesian learning

Lecture 22b: Introduction to Bayesian learning UofU Data Science

192 views - 11 months ago

Lecture 22a: Learning as loss minimization

Lecture 22a: Learning as loss minimization UofU Data Science

162 views - 11 months ago

Lecture 21: Stochastic Gradient Descent for SVM

Lecture 21: Stochastic Gradient Descent for SVM UofU Data Science

374 views - 11 months ago

Lecture 20: Practical machine learning tutorial

Lecture 20: Practical machine learning tutorial UofU Data Science

203 views - 11 months ago

Lecture 19: SVMs (continued)

Lecture 19: SVMs (continued) UofU Data Science

157 views - 11 months ago

Lecture 18a: Boosting and Ensembles (continued)

Lecture 18a: Boosting and Ensembles (continued) UofU Data Science

104 views - 11 months ago

Lecture 18b: Support vector machines

Lecture 18b: Support vector machines UofU Data Science

120 views - 11 months ago

Lecture 17: Boosting

Lecture 17: Boosting UofU Data Science

154 views - 11 months ago

Lecture 16: VC dimensions (continued)

Lecture 16: VC dimensions (continued) UofU Data Science

112 views - 11 months ago

Lecture 15: VC dimension

Lecture 15: VC dimension UofU Data Science

389 views - 1 year ago

Lecture 14: Agnostic learning

Lecture 14: Agnostic learning UofU Data Science

178 views - 1 year ago