| --- |
| license: other |
| language: |
| - en |
| - tr |
| task_categories: |
| - text-generation |
| tags: |
| - tokenized |
| - gemma-3 |
| - reasoning |
| - sft |
| - 4k |
| --- |
| |
| # stage2_tr_polish_4k |
| |
| Tokenized packed SFT dataset for `google/gemma-3-1b-pt`. |
| |
| ## Format |
| |
| - Split: `train` |
| - Columns: `input_ids`, `length` |
| - `input_ids`: packed 4096-token uint32 sequences |
| - Labels are not stored; use `labels = input_ids.copy()` in the causal LM collator. |
| - Assistant text before tokenization is normalized as: |
|
|
| ```text |
| <think> |
| reasoning |
| </think> |
| final answer |
| ``` |
|
|
| No extra special tokens were added to the tokenizer. |
|
|
| ## Stats |
|
|
| ```json |
| { |
| "stage": "stage2_tr_polish_4k", |
| "tokenizer": "google/gemma-3-1b-pt", |
| "seq_len": 4096, |
| "max_example_tokens": 16384, |
| "target_tokens": 250000000, |
| "written_tokens": 250003456, |
| "resumed_from_tokens": 0, |
| "num_sequences": 61036, |
| "num_shards": 8, |
| "shard_rows": 8192, |
| "parquet_zstd_level": 1, |
| "repo_id": "Efe2898/gemma3-1b-reasoning-stage2-tr-polish-4k-tokenized", |
| "streaming": true, |
| "cpu_cores": 4, |
| "tokenize_batch_size": 2048, |
| "source_batch_size": 2048, |
| "weights": { |
| "NuminaMath-CoT": 5, |
| "OpenR1-Math-220k": 5, |
| "NuminaMath-TIR": 2, |
| "OpenThoughts-114k": 3, |
| "turkish-math-186k": 40, |
| "gsm8k_tr": 12, |
| "OpenThoughts-TR-18k": 23, |
| "turkish-general-reasoning-28k": 10 |
| }, |
| "splits": { |
| "NuminaMath-CoT": "train", |
| "OpenR1-Math-220k": "train", |
| "NuminaMath-TIR": "train", |
| "OpenThoughts-114k": "train", |
| "turkish-math-186k": "train", |
| "gsm8k_tr": "train", |
| "OpenThoughts-TR-18k": "train", |
| "turkish-general-reasoning-28k": "train" |
| }, |
| "produced_tokens_by_source_approx": { |
| "NuminaMath-CoT": 10848666, |
| "OpenR1-Math-220k": 12033160, |
| "NuminaMath-TIR": 3071805, |
| "OpenThoughts-114k": 17651159, |
| "turkish-math-186k": 97819415, |
| "gsm8k_tr": 27835316, |
| "OpenThoughts-TR-18k": 55358541, |
| "turkish-general-reasoning-28k": 25385720 |
| }, |
| "examples_by_source_approx": { |
| "turkish-math-186k": 174080, |
| "OpenThoughts-TR-18k": 14336, |
| "gsm8k_tr": 137216, |
| "turkish-general-reasoning-28k": 12288, |
| "NuminaMath-CoT": 21823, |
| "OpenR1-Math-220k": 2048, |
| "OpenThoughts-114k": 2048, |
| "NuminaMath-TIR": 4096 |
| }, |
| "skipped_too_long_by_source": {}, |
| "note": "Very long examples are truncated inside tokenizer at max_example_tokens for speed.", |
| "disabled_sources_during_this_run": {}, |
| "active_sources_at_end": [ |
| "NuminaMath-CoT", |
| "OpenR1-Math-220k", |
| "NuminaMath-TIR", |
| "OpenThoughts-114k", |
| "turkish-math-186k", |
| "gsm8k_tr", |
| "OpenThoughts-TR-18k", |
| "turkish-general-reasoning-28k" |
| ] |
| } |
| ``` |
|
|
| ## Source mix |
|
|
| | Source | Weight | Repo | Split(s) | |
| |---|---:|---|---| |
| | NuminaMath-CoT | 5 | `AI-MO/NuminaMath-CoT` | `train` | |
| | OpenR1-Math-220k | 5 | `open-r1/OpenR1-Math-220k` | `train` | |
| | NuminaMath-TIR | 2 | `AI-MO/NuminaMath-TIR` | `train` | |
| | OpenThoughts-114k | 3 | `open-thoughts/OpenThoughts-114k` | `train` | |
| | turkish-math-186k | 40 | `ituperceptron/turkish-math-186k` | `train` | |
| | gsm8k_tr | 12 | `ytu-ce-cosmos/gsm8k_tr` | `train` | |
| | OpenThoughts-TR-18k | 23 | `selimc/OpenThoughts-TR-18k` | `train` | |
| | turkish-general-reasoning-28k | 10 | `ituperceptron/turkish-general-reasoning-28k` | `train` | |
|
|
| ## License note |
|
|
| This is a mixed-source tokenized derivative dataset. Check each upstream dataset license/provenance before public or commercial use. |
