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@@ -23,30 +23,6 @@ Two model families:
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  - **LittleLearner** β€” pretrained on the K–5-filtered corpus.
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  - **Unfiltered** β€” pretrained on the same corpus without the K–5 filter (baseline general corpus).
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- ---
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- ## Released checkpoints
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- ### Base β€” pretraining only, no chat template
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- | Size | LittleLearner (K-5-filtered) | Unfiltered |
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- |---|---|---|
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- | 0.6 B | `littlelearner/<...>-0.6b-bounded` | `littlelearner/<...>-0.6b-unbounded` |
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- | 1.3 B | `littlelearner/<...>-1.3b-bounded` | `littlelearner/<...>-1.3b-unbounded` |
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- | 5 B | `littlelearner/<...>-5b-bounded` | `littlelearner/<...>-5b-unbounded` |
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- *Use these in **completion** mode β€” do not apply a chat template.*
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- ### Post-trained β€” SFT + GRPO, chat template **required**
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- Encoded as **(pretrain β†’ post-training)**:
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- | Pretrain β†’ Post-training | Description | Repo |
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- |---|---|---|
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- | LittleLearner β†’ K-5 | Matched-pipeline LL post-training | `littlelearner/littlelearner-5b-bounded-sft-chatty` |
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- | Unfiltered β†’ Unfiltered | Matched-pipeline Unfiltered post-training | `littlelearner/littlelearner-5b-unbounded-sft-chatty` |
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  ---
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  ## Important inference notes
 
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  - **LittleLearner** β€” pretrained on the K–5-filtered corpus.
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  - **Unfiltered** β€” pretrained on the same corpus without the K–5 filter (baseline general corpus).
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  ---
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  ## Important inference notes