Harvard Data-Centric Machine Learning Group

university

https://dmelis.github.io

AI & ML interests

Data-Centric ML

Papers

A Critical Look at Targeted Instruction Selection: Disentangling What Matters (and What Doesn't)

Boomerang Distillation Enables Zero-Shot Model Size Interpolation

View all Papers

Harvard-DCML 's datasets 31

Harvard-DCML/tis-dolci-random-unbalanced

Viewer • Updated Jun 28 • 30k • 17

Harvard-DCML/tis-dolci-subset-datasets-gtr-t5-base

Viewer • Updated May 26 • 50k • 11

Harvard-DCML/tis-dolci-subset-datasets-Olmo-3-1025-7B

Viewer • Updated May 26 • 300k • 45

Harvard-DCML/tis-dolci-subset-datasets-SmolLM3-3B-Base

Viewer • Updated May 26 • 300k • 40

Harvard-DCML/tis-dolci-subset-datasets-Qwen3-4B-Base

Viewer • Updated May 26 • 300k • 47

Harvard-DCML/tis-dolci-subset-datasets-Llama-3.2-3B

Viewer • Updated May 26 • 300k • 38

Harvard-DCML/tis-dolci-subset-datasets-Llama-2-7b-hf

Viewer • Updated May 26 • 300k • 58

Harvard-DCML/tis-dolci-quantile-datasets-gtr-t5-base

Updated May 26 • 4

Harvard-DCML/tis-dolci-quantile-datasets-Olmo-3-1025-7B

Updated May 26 • 3

Harvard-DCML/tis-dolci-quantile-datasets-SmolLM3-3B-Base

Updated May 26 • 17

Harvard-DCML/tis-dolci-quantile-datasets-Qwen3-4B-Base

Updated May 26 • 4

Harvard-DCML/tis-dolci-quantile-datasets-Llama-3.2-3B

Updated May 26 • 3

Harvard-DCML/tis-dolci-quantile-datasets-Llama-2-7b-hf

Updated May 26 • 14

Harvard-DCML/dolci-instruct-sft-10K-warmup-processed

Viewer • Updated Mar 25 • 10k • 8

Harvard-DCML/dolci-instruct-sft-200K-processed

Viewer • Updated Mar 25 • 200k • 7

Harvard-DCML/tis-subset-datasets-Llama-2-7b-hf

Viewer • Updated Feb 23 • 300k • 236

Harvard-DCML/tis-quantile-datasets-gtr-t5-base

Viewer • Updated Feb 23 • 25k • 133

Harvard-DCML/tis-random-unbalanced

Viewer • Updated Feb 23 • 30k • 35

Harvard-DCML/tis-quantile-datasets-Olmo-3-1025-7B

Viewer • Updated Feb 15 • 50k • 133

Harvard-DCML/tis-quantile-datasets-SmolLM3-3B-Base

Viewer • Updated Feb 15 • 50k • 106

Harvard-DCML/tis-quantile-datasets-Qwen3-4B-Base

Viewer • Updated Feb 15 • 50k • 147

Harvard-DCML/tis-quantile-datasets-Llama-3.2-3B

Viewer • Updated Feb 15 • 50k • 127

Harvard-DCML/tis-quantile-datasets-Llama-2-7b-hf

Viewer • Updated Feb 15 • 50k • 136

Harvard-DCML/tulu-v2-10K-warmup-processed

Viewer • Updated Feb 13 • 10k • 8

Harvard-DCML/tis-subset-datasets-Olmo-3-1025-7B

Viewer • Updated Feb 12 • 300k • 88

Harvard-DCML/tis-subset-datasets-SmolLM3-3B-Base

Viewer • Updated Feb 12 • 300k • 99

Harvard-DCML/tis-subset-datasets-Qwen3-4B-Base

Viewer • Updated Feb 12 • 300k • 95

Harvard-DCML/tis-subset-datasets-Llama-3.2-3B

Viewer • Updated Feb 12 • 300k • 51

Harvard-DCML/tis-subset-datasets-gtr-t5-base

Viewer • Updated Feb 12 • 50k • 32

Harvard-DCML/tulu-v2-197K-processed

Viewer • Updated Feb 12 • 197k • 198