Add dedicated Text Completion / Continued Pretraining section

Group text-completion and continued-pretraining notebooks into a single
section placed just before "Other Notebooks":

  * LFM2.5 (1.2B) Text Completion
  * Mistral v0.3 (7B) CPT
  * Mistral (7B) Text Completion

Routing: if the classifier assigns model_type in {"Text Completion", "CPT"}
or the filename contains text_completion / -cpt / _cpt, the notebook goes
to the new section instead of its architecture section. Previously these
were scattered across Mistral and Hybrid Attention.

Section ordering stays priority-first, then architectures, then
cross-cutting, then Text Completion / Continued Pretraining, then Other.

Author: danielhanchen

README.md

@@ -208,7 +208,6 @@ Below are Colab notebooks, organized by model. You can also view all [notebooks
 | **LFM2.5 VL** **(1.6B)** | Vision | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/LFM2.5_VL_(1.6B)-Vision.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Liquid LFM2** **(1.2B)** | Conversational | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Liquid_LFM2_(1.2B)-Conversational.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Liquid LFM2**  | Conversational | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Liquid_LFM2-Conversational.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
-| **LFM2.5** **(1.2B)** | Text Completion | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/LFM2.5_(1.2B)-Text_Completion.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **LFM2.5** **(1.2B)** |  | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/LFM2.5_(1.2B)-Translation.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Falcon H1** **(0.5B)** | Alpaca | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Falcon_H1_(0.5B)-Alpaca.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Falcon H1**  | Alpaca | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Falcon_H1-Alpaca.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
@@ -238,9 +237,7 @@ Below are Colab notebooks, organized by model. You can also view all [notebooks
 | **Mistral Small** **(22B)** | Alpaca | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_Small_(22B)-Alpaca.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Ministral3** **(3B)** | GRPO Sudoku | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Ministral_3_(3B)_Reinforcement_Learning_Sudoku_Game.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Ministral3 VL** **(3B)** | Vision | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Ministral_3_VL_(3B)_Vision.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
-| **Mistral v0.3** **(7B)** | CPT | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_v0.3_(7B)-CPT.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Mistral v0.3** **(7B)** | Alpaca | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_v0.3_(7B)-Alpaca.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
-| **Mistral** **(7B)** | Text Completion | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_(7B)-Text_Completion.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Zephyr** **(7B)** | DPO | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Zephyr_(7B)-DPO.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **Mistral Nemo** **(12B)** | Alpaca | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_Nemo_(12B)-Alpaca.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 
@@ -295,6 +292,13 @@ Below are Colab notebooks, organized by model. You can also view all [notebooks
 | **Qwen2** **(7B)** | Alpaca | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen2_(7B)-Alpaca.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 | **TinyQwen3 MoE**  |  | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/TinyQwen3_MoE.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
 
+### Text Completion / Continued Pretraining Notebooks
+| Model | Type | Notebook Link |
+| --- | --- | --- |
+| **LFM2.5** **(1.2B)** | Text Completion | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/LFM2.5_(1.2B)-Text_Completion.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
+| **Mistral v0.3** **(7B)** | CPT | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_v0.3_(7B)-CPT.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
+| **Mistral** **(7B)** | Text Completion | <a href="https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_(7B)-Text_Completion.ipynb" target="_blank" rel="noopener noreferrer"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> |
+
 ### Specific use-case Notebooks
 | Usecase | Model | Notebook Link |
 | --- | --- | --- |
@@ -468,9 +472,7 @@ Below are Colab notebooks, organized by model. You can also view all [notebooks
 | **Mistral Small** **(22B)** | Alpaca | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Mistral_Small_(22B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
 | **Ministral3** **(3B)** | GRPO Sudoku | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Ministral_3_(3B)_Reinforcement_Learning_Sudoku_Game.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
 | **Ministral3 VL** **(3B)** | Vision | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Ministral_3_VL_(3B)_Vision.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
-| **Mistral v0.3** **(7B)** | CPT | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Mistral_v0.3_(7B)-CPT.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
 | **Mistral v0.3** **(7B)** | Alpaca | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Mistral_v0.3_(7B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
-| **Mistral** **(7B)** | Text Completion | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Mistral_(7B)-Text_Completion.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
 | **Zephyr** **(7B)** | DPO | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Zephyr_(7B)-DPO.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
 | **Mistral Nemo** **(12B)** | Alpaca | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Mistral_Nemo_(12B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
 
@@ -515,6 +517,12 @@ Below are Colab notebooks, organized by model. You can also view all [notebooks
 | **Qwen3** **(14B)** | Alpaca | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Qwen3_(14B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
 | **Qwen2** **(7B)** | Alpaca | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Qwen2_(7B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
 
+### Text Completion / Continued Pretraining Notebooks
+| Model | Type | Notebook Link |
+| --- | --- | --- |
+| **Mistral v0.3** **(7B)** | CPT | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Mistral_v0.3_(7B)-CPT.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
+| **Mistral** **(7B)** | Text Completion | <a href="https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/main/nb/Kaggle-Mistral_(7B)-Text_Completion.ipynb&accelerator=nvidiaTeslaT4" target="_blank" rel="noopener noreferrer"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open in Kaggle"></a> |
+
 ### Other Notebooks
 | Model | Type | Notebook Link |
 | --- | --- | --- |

update_all_notebooks.py

@@ -3531,6 +3531,13 @@ def update_readme(
         if cross_section not in list_models:
             list_models.append(cross_section)
 
+    # "Text Completion / Continued Pretraining" collects notebooks whose
+    # primary purpose is base-model continued pretraining or raw text
+    # completion, sitting just before "Other" at the end of the README.
+    _TEXT_COMPLETION_SECTION = "Text Completion / Continued Pretraining"
+    if _TEXT_COMPLETION_SECTION not in list_models:
+        list_models.append(_TEXT_COMPLETION_SECTION)
+
     list_models.append('Other')
 
     sections = {}
@@ -3602,8 +3609,20 @@ def update_readme(
         is_forced_grpo = any(
             kw in basename_lower for kw in ["nemo-gym", "nemo_gym"]
         )
+        # Force-route text completion / continued pretraining notebooks so
+        # they land in the dedicated section instead of the architecture one.
+        # We key off the classified type and the filename because some
+        # notebooks have type="" in the cache but a clear filename.
+        is_text_completion = (
+            model_type in ("Text Completion", "CPT")
+            or "text_completion" in basename_lower
+            or "-cpt" in basename_lower
+            or "_cpt" in basename_lower
+        )
         if model_type == 'GRPO' or is_forced_grpo:
             section_name = 'GRPO & Reinforcement Learning'
+        elif is_text_completion:
+            section_name = _TEXT_COMPLETION_SECTION
         elif architecture and architecture in list_models:
             section_name = architecture