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diff --git a/results/baseline-dropout0.05/l2r_n1_eval/checkpoint-864.json b/results/baseline-dropout0.05/l2r_n1_eval/checkpoint-864.json
new file mode 100644
index 0000000000000000000000000000000000000000..06e3e9c87ffc7c1a018967b369b306d0f0e6fe3a
--- /dev/null
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diff --git a/results/baseline-dropout0.05/l2r_n1_eval/summary.jsonl b/results/baseline-dropout0.05/l2r_n1_eval/summary.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1c80003acc7a621f049e15357050af6a55b52379
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..c2b6e75ea84d85e110258d85ab3791e3aea16d23
--- /dev/null
+++ b/results/baseline-dropout0.10/l2r_n1_eval/checkpoint-1152.json
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new file mode 100644
index 0000000000000000000000000000000000000000..4542eeecdab76c8de48d8ff9f764702bc82be4a6
--- /dev/null
+++ b/results/baseline-dropout0.10/l2r_n1_eval/checkpoint-1440.json
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new file mode 100644
index 0000000000000000000000000000000000000000..b7aa61387d7dbe661a4e1fec20d91630bf102dd8
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..ccdf60279937720c6a016a8b71486060accee997
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..668400a027604220f09692ee2cf4eb14f0fe584c
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new file mode 100644
index 0000000000000000000000000000000000000000..a8ca986a2b456f7e3d8e69cae3f994359211bd70
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new file mode 100644
index 0000000000000000000000000000000000000000..aeff91ac5f6641a85caab460671c09f59191aadc
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new file mode 100644
index 0000000000000000000000000000000000000000..cad1eb4bd89714b957e9f4d34d9661df485e810c
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diff --git a/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1152.json b/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1152.json
new file mode 100644
index 0000000000000000000000000000000000000000..03b6ad83ddd9cedf7c511171de848287421a66ac
--- /dev/null
+++ b/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1152.json
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diff --git a/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1440.json b/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1440.json
new file mode 100644
index 0000000000000000000000000000000000000000..63ff461bb86c302f44d7e3c390b982419e7723ce
--- /dev/null
+++ b/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1440.json
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diff --git a/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1728.json b/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1728.json
new file mode 100644
index 0000000000000000000000000000000000000000..c09588d14f6daa5aaac1f2f96939530904fd8618
--- /dev/null
+++ b/results/baseline-dropout0.20/l2r_n1_eval/checkpoint-1728.json
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new file mode 100644
index 0000000000000000000000000000000000000000..8219694f146773980298ee0346aa315292c2e368
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index 0000000000000000000000000000000000000000..93a6bf0d424730662f2b9e64e66a5a03a05a02bd
--- /dev/null
+++ b/results/dropout0.20-random5-l2r50-i5-exp-fulle-lm/l2r_n1_eval/checkpoint-1152.json
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diff --git a/results/dropout0.20-random5-l2r50-i5-exp-fulle-lm/l2r_n1_eval/checkpoint-3168.json b/results/dropout0.20-random5-l2r50-i5-exp-fulle-lm/l2r_n1_eval/checkpoint-3168.json
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index 0000000000000000000000000000000000000000..cb702317b5ddb5e23189aae544a6874ccb481185
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new file mode 100644
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+oid sha256:d539dc78bcccf06dc5fa91e7d34f9471d71c8200f4604c84ee98dd01eaf05517
+size 5329
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/chat_template.jinja b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..699ff8df401fe4788525e9c1f9b86a99eadd6230
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/chat_template.jinja
@@ -0,0 +1,85 @@
+{%- if tools %}
+ {{- '<|im_start|>system\n' }}
+ {%- if messages[0].role == 'system' %}
+ {{- messages[0].content + '\n\n' }}
+ {%- endif %}
+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n" }}
+{%- else %}
+ {%- if messages[0].role == 'system' %}
+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
+ {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+ {%- set index = (messages|length - 1) - loop.index0 %}
+ {%- if ns.multi_step_tool and message.role == "user" and not(message.content.startswith('') and message.content.endswith('')) %}
+ {%- set ns.multi_step_tool = false %}
+ {%- set ns.last_query_index = index %}
+ {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+ {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+ {%- elif message.role == "assistant" %}
+ {%- set content = message.content %}
+ {%- set reasoning_content = '' %}
+ {%- if message.reasoning_content is defined and message.reasoning_content is not none %}
+ {%- set reasoning_content = message.reasoning_content %}
+ {%- else %}
+ {%- if '' in message.content %}
+ {%- set content = message.content.split('')[-1].lstrip('\n') %}
+ {%- set reasoning_content = message.content.split('')[0].rstrip('\n').split('')[-1].lstrip('\n') %}
+ {%- endif %}
+ {%- endif %}
+ {%- if loop.index0 > ns.last_query_index %}
+ {%- if loop.last or (not loop.last and reasoning_content) %}
+ {{- '<|im_start|>' + message.role + '\n\n' + reasoning_content.strip('\n') + '\n\n\n' + content.lstrip('\n') }}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- if message.tool_calls %}
+ {%- for tool_call in message.tool_calls %}
+ {%- if (loop.first and content) or (not loop.first) %}
+ {{- '\n' }}
+ {%- endif %}
+ {%- if tool_call.function %}
+ {%- set tool_call = tool_call.function %}
+ {%- endif %}
+ {{- '\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {%- if tool_call.arguments is string %}
+ {{- tool_call.arguments }}
+ {%- else %}
+ {{- tool_call.arguments | tojson }}
+ {%- endif %}
+ {{- '}\n' }}
+ {%- endfor %}
+ {%- endif %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+ {{- '<|im_end|>\n' }}
+ {%- endif %}
+ {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+ {{- '<|im_start|>assistant\n' }}
+ {%- if enable_thinking is defined and enable_thinking is false %}
+ {{- '\n\n\n\n' }}
+ {%- endif %}
+{%- endif %}
\ No newline at end of file
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3474619f10931027097cc05d837296fa4f33a6c
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/config.json
@@ -0,0 +1,32 @@
+{
+ "architectures": [
+ "LlamaForCausalLM"
+ ],
+ "attention_bias": false,
+ "attention_dropout": 0.0,
+ "bos_token_id": null,
+ "dtype": "float32",
+ "eos_token_id": 151645,
+ "head_dim": 128,
+ "hidden_act": "silu",
+ "hidden_size": 512,
+ "initializer_range": 0.02,
+ "intermediate_size": 1536,
+ "max_position_embeddings": 2048,
+ "mlp_bias": false,
+ "model_type": "llama",
+ "num_attention_heads": 4,
+ "num_hidden_layers": 20,
+ "num_key_value_heads": 4,
+ "pad_token_id": 151645,
+ "pretraining_tp": 1,
+ "rms_norm_eps": 1e-06,
+ "rope_parameters": {
+ "rope_theta": 10000.0,
+ "rope_type": "default"
+ },
+ "tie_word_embeddings": true,
+ "transformers_version": "5.15.0",
+ "use_cache": false,
+ "vocab_size": 151676
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/generation_config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c4242f32d40df256857f87264f646130f684e33
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/generation_config.json
@@ -0,0 +1,11 @@
+{
+ "_from_model_config": true,
+ "eos_token_id": [
+ 151645
+ ],
+ "output_attentions": false,
+ "output_hidden_states": false,
+ "pad_token_id": 151645,
+ "transformers_version": "5.15.0",
+ "use_cache": true
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/tokenizer_config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d43c97a447f4b25a8c36be5873f7b622935fa90
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/tokenizer_config.json
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+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|l2r_pred|>",
+ "<|r2l_pred|>",
+ "<|next_1_pred|>",
+ "<|next_2_pred|>",
+ "<|next_3_pred|>",
+ "<|next_4_pred|>",
+ "<|next_5_pred|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|im_end|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/trainer_state.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..df82f3bf03ceed7ac213c0ae74b6119018a72c35
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-2016/trainer_state.json
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diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-288/config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-288/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3474619f10931027097cc05d837296fa4f33a6c
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-288/config.json
@@ -0,0 +1,32 @@
+{
+ "architectures": [
+ "LlamaForCausalLM"
+ ],
+ "attention_bias": false,
+ "attention_dropout": 0.0,
+ "bos_token_id": null,
+ "dtype": "float32",
+ "eos_token_id": 151645,
+ "head_dim": 128,
+ "hidden_act": "silu",
+ "hidden_size": 512,
+ "initializer_range": 0.02,
+ "intermediate_size": 1536,
+ "max_position_embeddings": 2048,
+ "mlp_bias": false,
+ "model_type": "llama",
+ "num_attention_heads": 4,
+ "num_hidden_layers": 20,
+ "num_key_value_heads": 4,
+ "pad_token_id": 151645,
+ "pretraining_tp": 1,
+ "rms_norm_eps": 1e-06,
+ "rope_parameters": {
+ "rope_theta": 10000.0,
+ "rope_type": "default"
+ },
+ "tie_word_embeddings": true,
+ "transformers_version": "5.15.0",
+ "use_cache": false,
+ "vocab_size": 151676
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/chat_template.jinja b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..699ff8df401fe4788525e9c1f9b86a99eadd6230
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/chat_template.jinja
@@ -0,0 +1,85 @@
+{%- if tools %}
+ {{- '<|im_start|>system\n' }}
+ {%- if messages[0].role == 'system' %}
+ {{- messages[0].content + '\n\n' }}
+ {%- endif %}
+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n" }}
+{%- else %}
+ {%- if messages[0].role == 'system' %}
+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
+ {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+ {%- set index = (messages|length - 1) - loop.index0 %}
+ {%- if ns.multi_step_tool and message.role == "user" and not(message.content.startswith('') and message.content.endswith('')) %}
+ {%- set ns.multi_step_tool = false %}
+ {%- set ns.last_query_index = index %}
+ {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+ {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+ {%- elif message.role == "assistant" %}
+ {%- set content = message.content %}
+ {%- set reasoning_content = '' %}
+ {%- if message.reasoning_content is defined and message.reasoning_content is not none %}
+ {%- set reasoning_content = message.reasoning_content %}
+ {%- else %}
+ {%- if '' in message.content %}
+ {%- set content = message.content.split('')[-1].lstrip('\n') %}
+ {%- set reasoning_content = message.content.split('')[0].rstrip('\n').split('')[-1].lstrip('\n') %}
+ {%- endif %}
+ {%- endif %}
+ {%- if loop.index0 > ns.last_query_index %}
+ {%- if loop.last or (not loop.last and reasoning_content) %}
+ {{- '<|im_start|>' + message.role + '\n\n' + reasoning_content.strip('\n') + '\n\n\n' + content.lstrip('\n') }}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- if message.tool_calls %}
+ {%- for tool_call in message.tool_calls %}
+ {%- if (loop.first and content) or (not loop.first) %}
+ {{- '\n' }}
+ {%- endif %}
+ {%- if tool_call.function %}
+ {%- set tool_call = tool_call.function %}
+ {%- endif %}
+ {{- '\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {%- if tool_call.arguments is string %}
+ {{- tool_call.arguments }}
+ {%- else %}
+ {{- tool_call.arguments | tojson }}
+ {%- endif %}
+ {{- '}\n' }}
+ {%- endfor %}
+ {%- endif %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+ {{- '<|im_end|>\n' }}
+ {%- endif %}
+ {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+ {{- '<|im_start|>assistant\n' }}
+ {%- if enable_thinking is defined and enable_thinking is false %}
+ {{- '\n\n\n\n' }}
+ {%- endif %}
+{%- endif %}
\ No newline at end of file
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3474619f10931027097cc05d837296fa4f33a6c
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/config.json
@@ -0,0 +1,32 @@
+{
+ "architectures": [
+ "LlamaForCausalLM"
+ ],
+ "attention_bias": false,
+ "attention_dropout": 0.0,
+ "bos_token_id": null,
+ "dtype": "float32",
+ "eos_token_id": 151645,
+ "head_dim": 128,
+ "hidden_act": "silu",
+ "hidden_size": 512,
+ "initializer_range": 0.02,
+ "intermediate_size": 1536,
+ "max_position_embeddings": 2048,
+ "mlp_bias": false,
+ "model_type": "llama",
+ "num_attention_heads": 4,
+ "num_hidden_layers": 20,
+ "num_key_value_heads": 4,
+ "pad_token_id": 151645,
+ "pretraining_tp": 1,
+ "rms_norm_eps": 1e-06,
+ "rope_parameters": {
+ "rope_theta": 10000.0,
+ "rope_type": "default"
+ },
+ "tie_word_embeddings": true,
+ "transformers_version": "5.15.0",
+ "use_cache": false,
+ "vocab_size": 151676
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/generation_config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c4242f32d40df256857f87264f646130f684e33
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/generation_config.json
@@ -0,0 +1,11 @@
+{
+ "_from_model_config": true,
+ "eos_token_id": [
+ 151645
+ ],
+ "output_attentions": false,
+ "output_hidden_states": false,
+ "pad_token_id": 151645,
+ "transformers_version": "5.15.0",
+ "use_cache": true
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/tokenizer_config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d43c97a447f4b25a8c36be5873f7b622935fa90
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/tokenizer_config.json
@@ -0,0 +1,24 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|l2r_pred|>",
+ "<|r2l_pred|>",
+ "<|next_1_pred|>",
+ "<|next_2_pred|>",
+ "<|next_3_pred|>",
+ "<|next_4_pred|>",
+ "<|next_5_pred|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|im_end|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/trainer_state.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c49e2e44e6717652610e23b1acd76b01787e400
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-3168/trainer_state.json
@@ -0,0 +1,2253 @@
+{
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+ "best_metric": null,
+ "best_model_checkpoint": null,
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+ "eval_steps": 500,
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diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-4320/chat_template.jinja b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-4320/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..699ff8df401fe4788525e9c1f9b86a99eadd6230
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-4320/chat_template.jinja
@@ -0,0 +1,85 @@
+{%- if tools %}
+ {{- '<|im_start|>system\n' }}
+ {%- if messages[0].role == 'system' %}
+ {{- messages[0].content + '\n\n' }}
+ {%- endif %}
+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n" }}
+{%- else %}
+ {%- if messages[0].role == 'system' %}
+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
+ {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+ {%- set index = (messages|length - 1) - loop.index0 %}
+ {%- if ns.multi_step_tool and message.role == "user" and not(message.content.startswith('') and message.content.endswith('')) %}
+ {%- set ns.multi_step_tool = false %}
+ {%- set ns.last_query_index = index %}
+ {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+ {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+ {%- elif message.role == "assistant" %}
+ {%- set content = message.content %}
+ {%- set reasoning_content = '' %}
+ {%- if message.reasoning_content is defined and message.reasoning_content is not none %}
+ {%- set reasoning_content = message.reasoning_content %}
+ {%- else %}
+ {%- if '' in message.content %}
+ {%- set content = message.content.split('')[-1].lstrip('\n') %}
+ {%- set reasoning_content = message.content.split('')[0].rstrip('\n').split('')[-1].lstrip('\n') %}
+ {%- endif %}
+ {%- endif %}
+ {%- if loop.index0 > ns.last_query_index %}
+ {%- if loop.last or (not loop.last and reasoning_content) %}
+ {{- '<|im_start|>' + message.role + '\n\n' + reasoning_content.strip('\n') + '\n\n\n' + content.lstrip('\n') }}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- if message.tool_calls %}
+ {%- for tool_call in message.tool_calls %}
+ {%- if (loop.first and content) or (not loop.first) %}
+ {{- '\n' }}
+ {%- endif %}
+ {%- if tool_call.function %}
+ {%- set tool_call = tool_call.function %}
+ {%- endif %}
+ {{- '\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {%- if tool_call.arguments is string %}
+ {{- tool_call.arguments }}
+ {%- else %}
+ {{- tool_call.arguments | tojson }}
+ {%- endif %}
+ {{- '}\n' }}
+ {%- endfor %}
+ {%- endif %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+ {{- '<|im_end|>\n' }}
+ {%- endif %}
+ {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+ {{- '<|im_start|>assistant\n' }}
+ {%- if enable_thinking is defined and enable_thinking is false %}
+ {{- '\n\n\n\n' }}
+ {%- endif %}
+{%- endif %}
\ No newline at end of file
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diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/chat_template.jinja b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..699ff8df401fe4788525e9c1f9b86a99eadd6230
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/chat_template.jinja
@@ -0,0 +1,85 @@
+{%- if tools %}
+ {{- '<|im_start|>system\n' }}
+ {%- if messages[0].role == 'system' %}
+ {{- messages[0].content + '\n\n' }}
+ {%- endif %}
+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n" }}
+{%- else %}
+ {%- if messages[0].role == 'system' %}
+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
+ {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+ {%- set index = (messages|length - 1) - loop.index0 %}
+ {%- if ns.multi_step_tool and message.role == "user" and not(message.content.startswith('') and message.content.endswith('')) %}
+ {%- set ns.multi_step_tool = false %}
+ {%- set ns.last_query_index = index %}
+ {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+ {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+ {%- elif message.role == "assistant" %}
+ {%- set content = message.content %}
+ {%- set reasoning_content = '' %}
+ {%- if message.reasoning_content is defined and message.reasoning_content is not none %}
+ {%- set reasoning_content = message.reasoning_content %}
+ {%- else %}
+ {%- if '' in message.content %}
+ {%- set content = message.content.split('')[-1].lstrip('\n') %}
+ {%- set reasoning_content = message.content.split('')[0].rstrip('\n').split('')[-1].lstrip('\n') %}
+ {%- endif %}
+ {%- endif %}
+ {%- if loop.index0 > ns.last_query_index %}
+ {%- if loop.last or (not loop.last and reasoning_content) %}
+ {{- '<|im_start|>' + message.role + '\n\n' + reasoning_content.strip('\n') + '\n\n\n' + content.lstrip('\n') }}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\n' + content }}
+ {%- endif %}
+ {%- if message.tool_calls %}
+ {%- for tool_call in message.tool_calls %}
+ {%- if (loop.first and content) or (not loop.first) %}
+ {{- '\n' }}
+ {%- endif %}
+ {%- if tool_call.function %}
+ {%- set tool_call = tool_call.function %}
+ {%- endif %}
+ {{- '\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {%- if tool_call.arguments is string %}
+ {{- tool_call.arguments }}
+ {%- else %}
+ {{- tool_call.arguments | tojson }}
+ {%- endif %}
+ {{- '}\n' }}
+ {%- endfor %}
+ {%- endif %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+ {{- '<|im_end|>\n' }}
+ {%- endif %}
+ {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+ {{- '<|im_start|>assistant\n' }}
+ {%- if enable_thinking is defined and enable_thinking is false %}
+ {{- '\n\n\n\n' }}
+ {%- endif %}
+{%- endif %}
\ No newline at end of file
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3474619f10931027097cc05d837296fa4f33a6c
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/config.json
@@ -0,0 +1,32 @@
+{
+ "architectures": [
+ "LlamaForCausalLM"
+ ],
+ "attention_bias": false,
+ "attention_dropout": 0.0,
+ "bos_token_id": null,
+ "dtype": "float32",
+ "eos_token_id": 151645,
+ "head_dim": 128,
+ "hidden_act": "silu",
+ "hidden_size": 512,
+ "initializer_range": 0.02,
+ "intermediate_size": 1536,
+ "max_position_embeddings": 2048,
+ "mlp_bias": false,
+ "model_type": "llama",
+ "num_attention_heads": 4,
+ "num_hidden_layers": 20,
+ "num_key_value_heads": 4,
+ "pad_token_id": 151645,
+ "pretraining_tp": 1,
+ "rms_norm_eps": 1e-06,
+ "rope_parameters": {
+ "rope_theta": 10000.0,
+ "rope_type": "default"
+ },
+ "tie_word_embeddings": true,
+ "transformers_version": "5.15.0",
+ "use_cache": false,
+ "vocab_size": 151676
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/generation_config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c4242f32d40df256857f87264f646130f684e33
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/generation_config.json
@@ -0,0 +1,11 @@
+{
+ "_from_model_config": true,
+ "eos_token_id": [
+ 151645
+ ],
+ "output_attentions": false,
+ "output_hidden_states": false,
+ "pad_token_id": 151645,
+ "transformers_version": "5.15.0",
+ "use_cache": true
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/tokenizer_config.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d43c97a447f4b25a8c36be5873f7b622935fa90
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/tokenizer_config.json
@@ -0,0 +1,24 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|l2r_pred|>",
+ "<|r2l_pred|>",
+ "<|next_1_pred|>",
+ "<|next_2_pred|>",
+ "<|next_3_pred|>",
+ "<|next_4_pred|>",
+ "<|next_5_pred|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|im_end|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/trainer_state.json b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..136f997a3d397a1fec6de98a027dbfb65bfb81cf
--- /dev/null
+++ b/runs/dropout0.20-random5-l2r50-i5-exp-fulle-lm/checkpoint-864/trainer_state.json
@@ -0,0 +1,643 @@
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+ "eval_steps": 500,
+ "global_step": 864,
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