diff --git a/.gitattributes b/.gitattributes
index 918b146aeb4382f7c4de0ff98b450a4ebfe252c1..e446207c8a84f91b817da86b5fc1c535c63219b0 100644
--- a/.gitattributes
+++ b/.gitattributes
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models/qwen2-math-1.5b-grpo-concept-enhanced-20250923_164417/global_step_24/actor/huggingface/tokenizer.json filter=lfs diff=lfs merge=lfs -text
models/qwen2-math-1.5b-grpo-concept-enhanced-20250923_164417/global_step_24/actor/tokenizer.json filter=lfs diff=lfs merge=lfs -text
models/SFT/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/huggingface/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/tokenizer.json filter=lfs diff=lfs merge=lfs -text
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/acc_step_24_df91b58844e74b0f80a9d2d144215e95.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/acc_step_24_df91b58844e74b0f80a9d2d144215e95.json
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/acc_step_48_8d65d91bdbf3437790f045aec4b9c99e.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/acc_step_48_8d65d91bdbf3437790f045aec4b9c99e.json
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/acc_step_with_step_24_4782a94459164803a3e575fce2a4e3aa.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/acc_step_with_step_24_4782a94459164803a3e575fce2a4e3aa.json
new file mode 100644
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/acc_step_with_step_48_d465107d03b64f1886cf629c7b090ec6.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/acc_step_with_step_48_d465107d03b64f1886cf629c7b090ec6.json
new file mode 100644
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/val_acc_source_with_step_24_51f2268796914c38b9cf8bfd6b40a913.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/val_acc_source_with_step_24_51f2268796914c38b9cf8bfd6b40a913.json
new file mode 100644
index 0000000000000000000000000000000000000000..d18792f62515f1305a4d93bdf67778d118c42c5f
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+ "10": 0.8378378378378378,
+ "20": 0.8288288288288288
+ }
+}
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/val_acc_source_with_step_48_9e16a6ea12cc4107b93c4e09e95612d0.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/val_acc_source_with_step_48_9e16a6ea12cc4107b93c4e09e95612d0.json
new file mode 100644
index 0000000000000000000000000000000000000000..a97774132a23e4520c7b5afd1b7f2d2bfc72800c
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/accuracy/val_acc_source_with_step_48_9e16a6ea12cc4107b93c4e09e95612d0.json
@@ -0,0 +1,9 @@
+{
+ "math_mcq": {
+ "0": 0.8288288288288288,
+ "10": 0.8378378378378378,
+ "20": 0.8288288288288288,
+ "30": 0.7657657657657657,
+ "40": 0.8288288288288288
+ }
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/chat_template.jinja b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..c2066bd7391c270626e39c9d7124f00360126412
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/chat_template.jinja
@@ -0,0 +1 @@
+{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<|User|>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{%- set ns.is_first = true -%}{%- else %}{{'\n' + '<|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{{'<|tool▁calls▁end|><|end▁of▁sentence|>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<|tool▁outputs▁end|>' + message['content'] + '<|end▁of▁sentence|>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '' in content %}{% set content = content.split('')[-1] %}{% endif %}{{'<|Assistant|>' + content + '<|end▁of▁sentence|>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<|tool▁outputs▁begin|><|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\n<|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<|tool▁outputs▁end|>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<|Assistant|>\n'}}{% endif %}
\ No newline at end of file
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/config.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..b62c487b61714c157035f8ca2adc17b2552e6e66
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/config.json
@@ -0,0 +1,62 @@
+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 151646,
+ "dtype": "float32",
+ "embd_pdrop": 0.0,
+ "eos_token_id": 151643,
+ "hidden_act": "silu",
+ "hidden_size": 1536,
+ "initializer_range": 0.02,
+ "intermediate_size": 8960,
+ "layer_types": [
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention"
+ ],
+ "max_position_embeddings": 131072,
+ "max_window_layers": 21,
+ "model_type": "qwen2",
+ "num_attention_heads": 12,
+ "num_hidden_layers": 28,
+ "num_key_value_heads": 2,
+ "pad_token_id": 151643,
+ "resid_pdrop": 0.0,
+ "rms_norm_eps": 1e-06,
+ "rope_scaling": null,
+ "rope_theta": 10000,
+ "sliding_window": null,
+ "tie_word_embeddings": false,
+ "transformers_version": "4.56.2",
+ "use_cache": true,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 151936
+}
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/extra_state_world_size_2_rank_0.pt b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/extra_state_world_size_2_rank_0.pt
new file mode 100644
index 0000000000000000000000000000000000000000..2d240bf4f571c12e72b1f185b51457e0526dd370
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/extra_state_world_size_2_rank_0.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 14632
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/extra_state_world_size_2_rank_1.pt b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/extra_state_world_size_2_rank_1.pt
new file mode 100644
index 0000000000000000000000000000000000000000..9a3cd1aa218076d5ddf4380aadda955622c3ed02
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/generation_config.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c5da526bb3e65842cb0dc1f8f1703c6947139a3
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/generation_config.json
@@ -0,0 +1,7 @@
+{
+ "_from_model_config": true,
+ "bos_token_id": 151646,
+ "eos_token_id": 151643,
+ "pad_token_id": 151643,
+ "transformers_version": "4.56.2"
+}
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/huggingface/chat_template.jinja b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/huggingface/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..c2066bd7391c270626e39c9d7124f00360126412
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/huggingface/chat_template.jinja
@@ -0,0 +1 @@
+{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<|User|>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{%- set ns.is_first = true -%}{%- else %}{{'\n' + '<|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{{'<|tool▁calls▁end|><|end▁of▁sentence|>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<|tool▁outputs▁end|>' + message['content'] + '<|end▁of▁sentence|>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '' in content %}{% set content = content.split('')[-1] %}{% endif %}{{'<|Assistant|>' + content + '<|end▁of▁sentence|>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<|tool▁outputs▁begin|><|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\n<|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<|tool▁outputs▁end|>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<|Assistant|>\n'}}{% endif %}
\ No newline at end of file
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/huggingface/config.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/huggingface/config.json
new file mode 100644
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@@ -0,0 +1,62 @@
+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 151646,
+ "dtype": "float32",
+ "embd_pdrop": 0.0,
+ "eos_token_id": 151643,
+ "hidden_act": "silu",
+ "hidden_size": 1536,
+ "initializer_range": 0.02,
+ "intermediate_size": 8960,
+ "layer_types": [
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention"
+ ],
+ "max_position_embeddings": 131072,
+ "max_window_layers": 21,
+ "model_type": "qwen2",
+ "num_attention_heads": 12,
+ "num_hidden_layers": 28,
+ "num_key_value_heads": 2,
+ "pad_token_id": 151643,
+ "resid_pdrop": 0.0,
+ "rms_norm_eps": 1e-06,
+ "rope_scaling": null,
+ "rope_theta": 10000,
+ "sliding_window": null,
+ "tie_word_embeddings": false,
+ "transformers_version": "4.56.2",
+ "use_cache": true,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 151936
+}
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/huggingface/special_tokens_map.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/huggingface/special_tokens_map.json
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+{
+ "bos_token": {
+ "content": "<|begin▁of▁sentence|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
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+ "eos_token": {
+ "content": "<|end▁of▁sentence|>",
+ "lstrip": false,
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+ "rstrip": false,
+ "single_word": false
+ },
+ "pad_token": {
+ "content": "<|end▁of▁sentence|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ }
+}
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+}
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/special_tokens_map.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/special_tokens_map.json
new file mode 100644
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+{
+ "bos_token": {
+ "content": "<|begin▁of▁sentence|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "eos_token": {
+ "content": "<|end▁of▁sentence|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ },
+ "pad_token": {
+ "content": "<|end▁of▁sentence|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
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+}
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/tokenizer.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/tokenizer.json
new file mode 100644
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/tokenizer_config.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/actor/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..d252dd4e5764106823080946500c02a8ed8c90c9
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+{
+ "add_bos_token": true,
+ "add_eos_token": false,
+ "add_prefix_space": null,
+ "added_tokens_decoder": {
+ "151643": {
+ "content": "<|end▁of▁sentence|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "151644": {
+ "content": "<|User|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": false
+ },
+ "151645": {
+ "content": "<|Assistant|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": false
+ },
+ "151646": {
+ "content": "<|begin▁of▁sentence|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "151647": {
+ "content": "<|EOT|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": false
+ },
+ "151648": {
+ "content": "",
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+ "normalized": false,
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+ "single_word": false,
+ "special": false
+ },
+ "151649": {
+ "content": "",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
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+ "151650": {
+ "content": "<|quad_start|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "151651": {
+ "content": "<|quad_end|>",
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+ "special": true
+ },
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+ "single_word": false,
+ "special": true
+ },
+ "151653": {
+ "content": "<|vision_end|>",
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+ "151654": {
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+ "special": false
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+ "151664": {
+ "content": "<|file_sep|>",
+ "lstrip": false,
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+ "rstrip": false,
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+ "special": false
+ }
+ },
+ "bos_token": "<|begin▁of▁sentence|>",
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|end▁of▁sentence|>",
+ "extra_special_tokens": {},
+ "legacy": true,
+ "model_max_length": 16384,
+ "pad_token": "<|end▁of▁sentence|>",
+ "sp_model_kwargs": {},
+ "tokenizer_class": "LlamaTokenizerFast",
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+ "use_default_system_prompt": false
+}
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/data.pt b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/data.pt
new file mode 100644
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+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/data.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:547e65a8c82c1bf503d3ef6740ebddb8e395b4d93459271b23ba384beb195989
+size 6948493
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/training_state.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/training_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..29eef94c0db83a86b300976f4851e954f548f93a
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_24/training_state.json
@@ -0,0 +1 @@
+{"history_accuracy": {"null": [0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75]}, "history_accuracy_with_step": {"null": {"1": 0.75, "2": 0.75, "3": 0.75, "4": 0.75, "5": 0.75, "6": 0.75, "7": 0.75, "8": 0.75, "9": 0.75, "10": 0.75, "11": 0.75, "12": 0.75, "13": 0.75, "14": 0.75, "15": 0.75, "16": 0.75, "17": 0.75, "18": 0.75, "19": 0.75, "20": 0.75, "21": 0.75, "22": 0.75, "23": 0.75, "24": 0.75}}, "validation_accuracy_by_source": {"math_mcq": {"0": 0.8288288288288288, "10": 0.8378378378378378, "20": 0.8288288288288288}}}
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/chat_template.jinja b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..c2066bd7391c270626e39c9d7124f00360126412
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/chat_template.jinja
@@ -0,0 +1 @@
+{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<|User|>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{%- set ns.is_first = true -%}{%- else %}{{'\n' + '<|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{{'<|tool▁calls▁end|><|end▁of▁sentence|>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<|tool▁outputs▁end|>' + message['content'] + '<|end▁of▁sentence|>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '' in content %}{% set content = content.split('')[-1] %}{% endif %}{{'<|Assistant|>' + content + '<|end▁of▁sentence|>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<|tool▁outputs▁begin|><|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\n<|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<|tool▁outputs▁end|>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<|Assistant|>\n'}}{% endif %}
\ No newline at end of file
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/config.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..b62c487b61714c157035f8ca2adc17b2552e6e66
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/config.json
@@ -0,0 +1,62 @@
+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 151646,
+ "dtype": "float32",
+ "embd_pdrop": 0.0,
+ "eos_token_id": 151643,
+ "hidden_act": "silu",
+ "hidden_size": 1536,
+ "initializer_range": 0.02,
+ "intermediate_size": 8960,
+ "layer_types": [
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention"
+ ],
+ "max_position_embeddings": 131072,
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+}
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/extra_state_world_size_2_rank_0.pt b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/extra_state_world_size_2_rank_0.pt
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/generation_config.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c5da526bb3e65842cb0dc1f8f1703c6947139a3
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+{
+ "_from_model_config": true,
+ "bos_token_id": 151646,
+ "eos_token_id": 151643,
+ "pad_token_id": 151643,
+ "transformers_version": "4.56.2"
+}
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/huggingface/chat_template.jinja b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/huggingface/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..c2066bd7391c270626e39c9d7124f00360126412
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/huggingface/chat_template.jinja
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+{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<|User|>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{%- set ns.is_first = true -%}{%- else %}{{'\n' + '<|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\n' + '```json' + '\n' + tool['function']['arguments'] + '\n' + '```' + '<|tool▁call▁end|>'}}{{'<|tool▁calls▁end|><|end▁of▁sentence|>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<|tool▁outputs▁end|>' + message['content'] + '<|end▁of▁sentence|>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '' in content %}{% set content = content.split('')[-1] %}{% endif %}{{'<|Assistant|>' + content + '<|end▁of▁sentence|>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<|tool▁outputs▁begin|><|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\n<|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<|tool▁outputs▁end|>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<|Assistant|>\n'}}{% endif %}
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diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/huggingface/config.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/huggingface/config.json
new file mode 100644
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@@ -0,0 +1,62 @@
+{
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
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+ "hidden_act": "silu",
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+ "initializer_range": 0.02,
+ "intermediate_size": 8960,
+ "layer_types": [
+ "full_attention",
+ "full_attention",
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+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention",
+ "full_attention"
+ ],
+ "max_position_embeddings": 131072,
+ "max_window_layers": 21,
+ "model_type": "qwen2",
+ "num_attention_heads": 12,
+ "num_hidden_layers": 28,
+ "num_key_value_heads": 2,
+ "pad_token_id": 151643,
+ "resid_pdrop": 0.0,
+ "rms_norm_eps": 1e-06,
+ "rope_scaling": null,
+ "rope_theta": 10000,
+ "sliding_window": null,
+ "tie_word_embeddings": false,
+ "transformers_version": "4.56.2",
+ "use_cache": true,
+ "use_mrope": false,
+ "use_sliding_window": false,
+ "vocab_size": 151936
+}
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/huggingface/special_tokens_map.json b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/global_step_48/actor/huggingface/special_tokens_map.json
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+{"history_accuracy": {"null": [0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 0.75]}, "history_accuracy_with_step": {"null": {"1": 0.75, "2": 0.75, "3": 0.75, "4": 0.75, "5": 0.75, "6": 0.75, "7": 0.75, "8": 0.75, "9": 0.75, "10": 0.75, "11": 0.75, "12": 0.75, "13": 0.75, "14": 0.75, "15": 0.75, "16": 0.75, "17": 0.75, "18": 0.75, "19": 0.75, "20": 0.75, "21": 0.75, "22": 0.75, "23": 0.75, "24": 0.75, "25": 0.75, "26": 0.75, "27": 0.75, "28": 0.75, "29": 0.75, "30": 0.75, "31": 0.75, "32": 0.75, "33": 0.75, "34": 0.75, "35": 0.75, "36": 0.75, "37": 0.75, "38": 0.75, "39": 0.75, "40": 0.75, "41": 0.75, "42": 0.75, "43": 0.75, "44": 0.75, "45": 0.75, "46": 0.75, "47": 0.75, "48": 0.75}}, "validation_accuracy_by_source": {"math_mcq": {"0": 0.8288288288288288, "10": 0.8378378378378378, "20": 0.8288288288288288, "30": 0.7657657657657657, "40": 0.8288288288288288}}}
\ No newline at end of file
diff --git a/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/latest_checkpointed_iteration.txt b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/latest_checkpointed_iteration.txt
new file mode 100644
index 0000000000000000000000000000000000000000..31ff414b74c276a48419201e1024d3b860413a3b
--- /dev/null
+++ b/models/DeepMath-1.5B-20250923_225516/mathevo-grpo-verl-concept-enhanced/DeepMath-1.5B-20250923_225516/latest_checkpointed_iteration.txt
@@ -0,0 +1 @@
+48
\ No newline at end of file