component stringclasses 5
values | text stringlengths 1 30.6k |
|---|---|
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End of preview. Expand in Data Studio
d24 Midtrain — OLMo-3 Dolmino subsample
A length-filtered (≤2048 GPT-2 tokens) subsample of OLMo 3's Dolma-3 Dolmino mid-train mix,
used for the d24 v1base-olmo3 midtrain. Built by taking a uniform fraction of each
component of allenai/dolma3_dolmino_mix-100B-1025
(so the mix proportions are preserved), then dropping documents >2048 tokens — which naturally
shrinks the long-doc components (reasoning traces, olmOCR PDFs) that don't fit the 2048 context.
- 5,902,548 documents, ~2109M GPT-2 tokens of plain text.
- Each row:
component(str) andtext(str). - The OLMo-3 target % column is the upstream mix proportion (pre length-filter); the kept document share differs because the filter removes long docs unevenly.
Components
| component | documents | ~tokens | OLMo-3 target % |
|---|---|---|---|
common_crawl-high-quality |
672,640 | ~598M | 22.50% |
dolmino-math |
714,086 | ~266M | 10.70% |
cranecode |
238,782 | ~169M | 10.00% |
stack_edu-fim |
388,598 | ~164M | 10.00% |
reddit_to_flashcards |
2,190,171 | ~148M | 5.90% |
cranemath |
269,960 | ~135M | 5.63% |
dolmino_1-flan |
330,626 | ~130M | 5.00% |
nemotron-synth-qa |
225,305 | ~125M | 5.00% |
olmocr_science_pdfs |
12 | ~0M | 5.00% |
stem-heavy-crawl |
243,244 | ~131M | 5.00% |
wiki_to_rcqa |
342,484 | ~75M | 3.00% |
general_reasoning_mix |
38,505 | ~41M | 1.87% |
qwq-reasoning-traces |
3 | ~0M | 1.87% |
megamatt |
87,014 | ~42M | 1.73% |
llama_nemotron-reasoning-traces |
4 | ~0M | 1.25% |
openthoughts2-reasoning-traces |
2,853 | ~3M | 1.25% |
tulu-3-sft |
66,517 | ~29M | 1.10% |
tinymath-mind |
49,788 | ~22M | 0.90% |
omr-rewrite-fullthoughts |
6,057 | ~6M | 0.85% |
code-meta-reasoning |
6,929 | ~13M | 0.46% |
math-meta-reasoning |
4,503 | ~5M | 0.38% |
gemini-reasoning-traces |
323 | ~0M | 0.25% |
tinymath-pot |
20,730 | ~6M | 0.24% |
program_verifiable |
3,414 | ~2M | 0.16% |
Load
from datasets import load_dataset
ds = load_dataset("sfanm/d24-midtrain-olmo3", split="train")
ds = ds.filter(lambda r: r["component"] == "dolmino-math")
Finding (see the model cards / research log)
For the narrow GSM8K target, this broad/clean OLMo-3 mix (25% math) lost to the
math-heavy pool (70% math): the resulting SFT had lower train loss (format familiarity from
the instruction/QA components) but worse val and GSM8K — memorization, not capability. Kept
public for reproducibility of that result.
Model trained on this (midtrain → SFT)
License / attribution
Derived from allenai/dolma3_dolmino_mix-100B-1025
(itself a mix of many sources — see its card). Provided as-is for research; refer to the
upstream licenses.
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