diff --git a/idzoo_0.999zoo_0.001teacher/README.md b/idzoo_0.999zoo_0.001teacher/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..97de4139535ea6e3995a6a72751460deb79459b9
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher
+
+99.9% zoo, 0.1% teacher context mixture. This directory contains the final pretraining checkpoint and the final RL checkpoints for the associated context experiments.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/base/README.md b/idzoo_0.999zoo_0.001teacher/base/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..b868acf72233dda1a87110a4af35e0ce611f9033
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/base/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / base
+
+Final pretraining checkpoint used to initialize the RL runs under this setting.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/base/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/base/chat_template.jinja
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@@ -0,0 +1 @@
+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/base/config.json b/idzoo_0.999zoo_0.001teacher/base/config.json
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+{
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+ "Qwen2ForCausalLM"
+ ],
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+ "use_cache": false,
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+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/base/generation_config.json b/idzoo_0.999zoo_0.001teacher/base/generation_config.json
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+ "transformers_version": "4.55.0",
+ "use_cache": false
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diff --git a/idzoo_0.999zoo_0.001teacher/base/tokenizer_config.json b/idzoo_0.999zoo_0.001teacher/base/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..28cd080337f28d0ed8fae1845f668b6644fedd09
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/base/tokenizer_config.json
@@ -0,0 +1,143 @@
+{
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+ "added_tokens_decoder": {
+ "0": {
+ "content": "[UNK]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
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+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "2": {
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+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "3": {
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+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "4": {
+ "content": "",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..dd524774a7da8cbb3ea037a28f10cf94476045aa
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.1zoo_0.9teacher
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/chat_template.jinja
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--- /dev/null
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/generation_config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/model.safetensors
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/tokenizer_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..28cd080337f28d0ed8fae1845f668b6644fedd09
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.1zoo_0.9teacher/tokenizer_config.json
@@ -0,0 +1,143 @@
+{
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+ "single_word": false,
+ "special": true
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+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
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+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
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+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
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+ "4": {
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..fd4faf03c0a895e39f702ed95a10d3f222787495
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.3zoo_0.7teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/generation_config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/model.safetensors
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/tokenizer_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..28cd080337f28d0ed8fae1845f668b6644fedd09
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.3zoo_0.7teacher_process_strict/tokenizer_config.json
@@ -0,0 +1,143 @@
+{
+ "add_prefix_space": false,
+ "added_tokens_decoder": {
+ "0": {
+ "content": "[UNK]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "1": {
+ "content": "[PAD]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "2": {
+ "content": "[BOS]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "3": {
+ "content": "[EOS]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "4": {
+ "content": "",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "5": {
+ "content": "",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..f824edd5b73587edc56511ed2951410cf6f8de24
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.5zoo_0.5teacher
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/chat_template.jinja
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--- /dev/null
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/generation_config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/model.safetensors
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\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/tokenizer_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..28cd080337f28d0ed8fae1845f668b6644fedd09
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher/tokenizer_config.json
@@ -0,0 +1,143 @@
+{
+ "add_prefix_space": false,
+ "added_tokens_decoder": {
+ "0": {
+ "content": "[UNK]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "1": {
+ "content": "[PAD]",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "2": {
+ "content": "[BOS]",
+ "lstrip": false,
+ "normalized": false,
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..cb48f9da051662ef53f6b5473ec81be7316a8097
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.5zoo_0.5teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/generation_config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.5zoo_0.5teacher_process_strict/model.safetensors
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..73baafa0f8983c7b4b06727ca086ccff8906565c
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.7zoo_0.3teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/config.json
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+ "Qwen2ForCausalLM"
+ ],
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/generation_config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/model.safetensors
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.7zoo_0.3teacher_process_strict/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..fe47a8c24daf84e412058d576a4bb973c3c2fd34
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.8zoo_0.2teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/config.json
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+ "Qwen2ForCausalLM"
+ ],
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/generation_config.json
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+ "transformers_version": "4.55.0",
+ "use_cache": false
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.8zoo_0.2teacher_process_strict/model.safetensors
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..594f45e3cf4ddb566fee634f26e06769b7f48de8
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.95zoo_0.05teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/config.json
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/config.json
@@ -0,0 +1,44 @@
+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 2,
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+ "intermediate_size": 3072,
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+ "full_attention",
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+ ],
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+ "model_type": "qwen2",
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+ "num_hidden_layers": 12,
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+ "rope_theta": 1000000.0,
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+ "tie_word_embeddings": true,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.55.0",
+ "use_cache": false,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/generation_config.json
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+{
+ "_from_model_config": true,
+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/model.safetensors
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+oid sha256:b533eebd307c19a7e5fb4501b98106ea5397ef9be6bfae2289ebde6ede13835d
+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.95zoo_0.05teacher_process_strict/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..f4ae4c3933cfedfc798c9d8df4b0a72235c5e622
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.98zoo_0.02teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/config.json
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+ "Qwen2ForCausalLM"
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/generation_config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.98zoo_0.02teacher_process_strict/model.safetensors
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1286d0f8dd3678f12d45e625b485a77efa1d4399
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.99zoo_0.01teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/config.json
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+{
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+ "Qwen2ForCausalLM"
+ ],
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/generation_config.json
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+{
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+ "transformers_version": "4.55.0",
+ "use_cache": false
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict/model.safetensors
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..30f61d3c8a61f8a3e389381c4c1f2d9078ea3f47
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.99zoo_0.01teacher_process_strict_wrong
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/config.json
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+ "Qwen2ForCausalLM"
+ ],
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/generation_config.json
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+{
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+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/model.safetensors
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.99zoo_0.01teacher_process_strict_wrong/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..f212a9df2ead4e76e4bcc7ff3ccf9ce045e6040a
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.9zoo_0.1teacher
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/config.json
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+{
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+ "Qwen2ForCausalLM"
+ ],
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+ "use_cache": false,
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+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/generation_config.json
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+{
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+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/model.safetensors
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..3390d80f7a491c7ffb61b2c3d0c0c0fd467b7674
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.9zoo_0.1teacher_process
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/config.json
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/config.json
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+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
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+ "max_window_layers": 24,
+ "model_type": "qwen2",
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+ "num_key_value_heads": 2,
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+ "rms_norm_eps": 1e-06,
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+ "rope_theta": 1000000.0,
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+ "tie_word_embeddings": true,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.55.0",
+ "use_cache": false,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/generation_config.json
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+{
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+ "eos_token_id": 3,
+ "pad_token_id": 1,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/model.safetensors
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..dcef4773a1696acca811299b09e35f94e9069f7c
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.9zoo_0.1teacher_process0.5
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/chat_template.jinja
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/config.json
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/config.json
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+{
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+ "Qwen2ForCausalLM"
+ ],
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+ "layer_types": [
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+ "max_window_layers": 24,
+ "model_type": "qwen2",
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+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.55.0",
+ "use_cache": false,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/generation_config.json
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+{
+ "_from_model_config": true,
+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/model.safetensors
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+version https://git-lfs.github.com/spec/v1
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process0.5/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..8397aa84f0d838d98e6e050679aa83420bbf2c5d
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_0.9zoo_0.1teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/config.json
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/config.json
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+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 2,
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+ "max_window_layers": 24,
+ "model_type": "qwen2",
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+ "tie_word_embeddings": true,
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+ "transformers_version": "4.55.0",
+ "use_cache": false,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/generation_config.json
new file mode 100644
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/generation_config.json
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+{
+ "_from_model_config": true,
+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/model.safetensors
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_0.9zoo_0.1teacher_process_strict/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..b814a227381cebdabf912de4eaf0c5e06a127bac
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_1.0teacher
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/chat_template.jinja
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--- /dev/null
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
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+{
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+ "Qwen2ForCausalLM"
+ ],
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+ "use_cache": false,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/generation_config.json
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/generation_config.json
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+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/model.safetensors
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+size 209736984
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new file mode 100644
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/tokenizer_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher/tokenizer_config.json
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index 0000000000000000000000000000000000000000..28cd080337f28d0ed8fae1845f668b6644fedd09
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..fb0aaf6244ef81dcbd19c23b1a4ec3738ad07561
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_1.0teacher_process
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..9dd80303a0d84568dfc4f6dc7a1a27925674f1ae
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f146cf69581601c6a3813481a8f5c47177d12efe
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/config.json
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+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "hidden_act": "silu",
+ "hidden_size": 768,
+ "initializer_range": 0.02,
+ "intermediate_size": 3072,
+ "layer_types": [
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
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+ "max_window_layers": 24,
+ "model_type": "qwen2",
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+ "num_hidden_layers": 12,
+ "num_key_value_heads": 2,
+ "pad_token_id": 1,
+ "rms_norm_eps": 1e-06,
+ "rope_scaling": null,
+ "rope_theta": 1000000.0,
+ "sliding_window": null,
+ "tie_word_embeddings": true,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.55.0",
+ "use_cache": false,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..97a3695efd589e30031248c57e3fe1d9a23e03d1
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/generation_config.json
@@ -0,0 +1,7 @@
+{
+ "_from_model_config": true,
+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/model.safetensors
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/model.safetensors
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+size 209736984
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new file mode 100644
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/tokenizer_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process/tokenizer_config.json
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index 0000000000000000000000000000000000000000..28cd080337f28d0ed8fae1845f668b6644fedd09
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..26f598e895449a61d660fd1faca59db54698a80d
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_1.0teacher_process0.5
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..9dd80303a0d84568dfc4f6dc7a1a27925674f1ae
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/config.json
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--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/config.json
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+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
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+ "eos_token_id": 3,
+ "hidden_act": "silu",
+ "hidden_size": 768,
+ "initializer_range": 0.02,
+ "intermediate_size": 3072,
+ "layer_types": [
+ "full_attention",
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+ "max_window_layers": 24,
+ "model_type": "qwen2",
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+ "num_hidden_layers": 12,
+ "num_key_value_heads": 2,
+ "pad_token_id": 1,
+ "rms_norm_eps": 1e-06,
+ "rope_scaling": null,
+ "rope_theta": 1000000.0,
+ "sliding_window": null,
+ "tie_word_embeddings": true,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.55.0",
+ "use_cache": false,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..97a3695efd589e30031248c57e3fe1d9a23e03d1
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/generation_config.json
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+{
+ "_from_model_config": true,
+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/model.safetensors
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index 0000000000000000000000000000000000000000..ef7ff74050a4c1e5722c16ff1568294202640056
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+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/model.safetensors
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+size 209736984
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/tokenizer.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/tokenizer_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process0.5/tokenizer_config.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/README.md b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..09c63e82a32b373a3f8acd0a777e487e75cca5c1
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/README.md
@@ -0,0 +1,27 @@
+---
+license: other
+library_name: transformers
+tags:
+- reasoning
+- context-learning
+- synthetic-data
+- transformers
+---
+
+# idzoo_0.999zoo_0.001teacher / rl / contextzoo_1.0teacher_process_strict
+
+Final RL checkpoint for this experiment variant.
+
+## Citation
+
+```bibtex
+@misc{zhang2025interplaypretrainingmidtrainingrl,
+ title={On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models},
+ author={Charlie Zhang and Graham Neubig and Xiang Yue},
+ year={2025},
+ eprint={2512.07783},
+ archivePrefix={arXiv},
+ primaryClass={cs.CL},
+ url={https://arxiv.org/abs/2512.07783},
+}
+```
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/chat_template.jinja b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/chat_template.jinja
new file mode 100644
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--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/chat_template.jinja
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+{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content }}{% endif %}{% endfor %}
\ No newline at end of file
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/config.json
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--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/config.json
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+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "hidden_act": "silu",
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+ "pad_token_id": 1,
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+ "rope_theta": 1000000.0,
+ "sliding_window": null,
+ "tie_word_embeddings": true,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.55.0",
+ "use_cache": false,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 2200
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/generation_config.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..97a3695efd589e30031248c57e3fe1d9a23e03d1
--- /dev/null
+++ b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/generation_config.json
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+{
+ "_from_model_config": true,
+ "bos_token_id": 2,
+ "eos_token_id": 3,
+ "transformers_version": "4.55.0",
+ "use_cache": false
+}
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/model.safetensors b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/model.safetensors
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+size 209736984
diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/special_tokens_map.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/special_tokens_map.json
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diff --git a/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/tokenizer.json b/idzoo_0.999zoo_0.001teacher/rl/contextzoo_1.0teacher_process_strict/tokenizer.json
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