Upload folder using huggingface_hub

.gitattributes

@@ -502,3 +502,38 @@ runs/random15-fulle-lm/checkpoint-8928/tokenizer.json filter=lfs diff=lfs merge=
 runs/random15-fulle-lm/checkpoint-9216/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 runs/random15-fulle-lm/checkpoint-9504/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 runs/random15-fulle-lm/checkpoint-9792/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-1152/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-1440/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-1728/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-2016/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-2304/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-2592/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-288/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-2880/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-3168/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-3456/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-3744/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-4032/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-4320/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-4608/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-4896/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-5184/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-5472/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-576/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-5760/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-6048/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-6336/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-6624/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-6912/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-72/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-7200/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-7488/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-7776/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-8064/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-8352/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-864/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-8640/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-8928/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-9216/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-9504/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+runs/l2r75-fulle-lm/checkpoint-9792/tokenizer.json filter=lfs diff=lfs merge=lfs -text

runs/l2r75-fulle-lm/checkpoint-1152/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 <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|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('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- 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 '</think>' in message.content %}
+                {%- set content = message.content.split('</think>')[-1].lstrip('\n') %}
+                {%- set reasoning_content = message.content.split('</think>')[0].rstrip('\n').split('<think>')[-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<think>\n' + reasoning_content.strip('\n') + '\n</think>\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 %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.content }}
+        {{- '\n</tool_response>' }}
+        {%- 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 %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}

runs/l2r75-fulle-lm/checkpoint-1152/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": "5.5.0",
+  "use_cache": false,
+  "vocab_size": 151671
+}

runs/l2r75-fulle-lm/checkpoint-1152/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": "5.5.0",
+  "use_cache": true
+}

runs/l2r75-fulle-lm/checkpoint-1152/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfe5b0dcdb47eeb8c37874b44679e44bbb8723be692f4034e294a169ac84fd84
+size 583356232

runs/l2r75-fulle-lm/checkpoint-1152/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d96b1df32bba12416467be169d983d33a9c177e458ea8d206037605ed3aa4558
+size 1166825338

runs/l2r75-fulle-lm/checkpoint-1152/rng_state_0.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:929c3907ac3a11bce8abb1ebd17fb508da4065192359a37c4d529a4fea02960d
+size 15024

runs/l2r75-fulle-lm/checkpoint-1152/rng_state_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9799e4d8dbaa39920b07ecf8643abc6af6f5f23b9d4a7fd46b6480a0be4d063
+size 15024

runs/l2r75-fulle-lm/checkpoint-1152/rng_state_2.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2526cb7034769200858e6fedb356f036b556a4117d66aae01bdf3eafaa197cf2
+size 15024

runs/l2r75-fulle-lm/checkpoint-1152/rng_state_3.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2aec78ad169e768897f12b44e6765047490fb189671d6f6153323ecb4b94883
+size 15024

runs/l2r75-fulle-lm/checkpoint-1152/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a67914066d1aebda73626cb9d7d4cbc46ee7df332e5ae85a86cc87be8e519c8
+size 1064

runs/l2r75-fulle-lm/checkpoint-1152/tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59b6776030505d5b441d0727cce137047df748ab15db6ba3a1bac93c123742fb
+size 11424079

runs/l2r75-fulle-lm/checkpoint-1152/tokenizer_config.json

@@ -0,0 +1,18 @@
+{
+  "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|>"
+  ],
+  "is_local": false,
+  "model_max_length": 131072,
+  "pad_token": "<|im_end|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

runs/l2r75-fulle-lm/checkpoint-1152/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:748c844a303a93c3afdbb713c4783e73bbe9d0fc5f8440049f94dc1508526d32
+size 4792

runs/l2r75-fulle-lm/checkpoint-1440/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 <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|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('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- 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 '</think>' in message.content %}
+                {%- set content = message.content.split('</think>')[-1].lstrip('\n') %}
+                {%- set reasoning_content = message.content.split('</think>')[0].rstrip('\n').split('<think>')[-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<think>\n' + reasoning_content.strip('\n') + '\n</think>\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 %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.content }}
+        {{- '\n</tool_response>' }}
+        {%- 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 %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}

runs/l2r75-fulle-lm/checkpoint-1440/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": "5.5.0",
+  "use_cache": false,
+  "vocab_size": 151671
+}

runs/l2r75-fulle-lm/checkpoint-1440/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": "5.5.0",
+  "use_cache": true
+}

runs/l2r75-fulle-lm/checkpoint-1440/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a445b5e20b9b4e7bb27f116650f2a3ec82dff1a5b77ec1c71b3d56e1b4fe1aa5
+size 583356232

runs/l2r75-fulle-lm/checkpoint-1440/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5df18968f20f824e283ec6cc3ae77878b2fc75f8ee318a7cb4b504bfbc173cc4
+size 1166825338

runs/l2r75-fulle-lm/checkpoint-1440/rng_state_0.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b1dfed66aea4e59c5fbb97f6f7b9eedaa2102bc813da51af9a94ba9c42b0e8c
+size 15024

runs/l2r75-fulle-lm/checkpoint-1440/rng_state_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31bbc97cda656d11c5036ea59105511b2f07d7b2834b974ae356d2de6f8d922d
+size 15024

runs/l2r75-fulle-lm/checkpoint-1440/rng_state_2.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f54eefd68dc84d612a90080eb0724dd4cdddd67659a3ca9aa7aeb336ba20c1fe
+size 15024

runs/l2r75-fulle-lm/checkpoint-1440/rng_state_3.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37d7701ca99aff6a37aa49666cef9609252548ec1ef723213fedc3c95ad648af
+size 15024

runs/l2r75-fulle-lm/checkpoint-1440/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a84bbc84bb0dd489a2d72fd441cc0b8482e9e06d7cde3ac44b50a389883ce86
+size 1064

runs/l2r75-fulle-lm/checkpoint-1440/tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59b6776030505d5b441d0727cce137047df748ab15db6ba3a1bac93c123742fb
+size 11424079

runs/l2r75-fulle-lm/checkpoint-1440/tokenizer_config.json

@@ -0,0 +1,18 @@
+{
+  "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|>"
+  ],
+  "is_local": false,
+  "model_max_length": 131072,
+  "pad_token": "<|im_end|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

runs/l2r75-fulle-lm/checkpoint-1440/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:748c844a303a93c3afdbb713c4783e73bbe9d0fc5f8440049f94dc1508526d32
+size 4792

runs/l2r75-fulle-lm/checkpoint-1728/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 <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|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('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- 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 '</think>' in message.content %}
+                {%- set content = message.content.split('</think>')[-1].lstrip('\n') %}
+                {%- set reasoning_content = message.content.split('</think>')[0].rstrip('\n').split('<think>')[-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<think>\n' + reasoning_content.strip('\n') + '\n</think>\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 %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.content }}
+        {{- '\n</tool_response>' }}
+        {%- 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 %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}

runs/l2r75-fulle-lm/checkpoint-1728/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": "5.5.0",
+  "use_cache": false,
+  "vocab_size": 151671
+}

runs/l2r75-fulle-lm/checkpoint-1728/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": "5.5.0",
+  "use_cache": true
+}

runs/l2r75-fulle-lm/checkpoint-1728/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c1f6da56c3a0e09963d79149505265ce99b731d90868658d1ae060b496a9450
+size 583356232

runs/l2r75-fulle-lm/checkpoint-1728/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea05121f99fd2987878c420dea6b45e0571022397eb3baa71a32f6a556da5e8a
+size 1166825338

runs/l2r75-fulle-lm/checkpoint-1728/rng_state_0.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51ed22a085bba41e435c0a6328a9318a916ae10d32bfa7f7bf6d8683ace3a6a2
+size 15024

runs/l2r75-fulle-lm/checkpoint-1728/rng_state_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e4c2bd1e679c020f2bf711b98ec927f03a7fe436c40214a33b971fe98af4f0b
+size 15024

runs/l2r75-fulle-lm/checkpoint-1728/rng_state_2.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebd7f0b05f10f1263afbae2fea8915e74e2f5592ad06ad83925cbc63e3f03877
+size 15024

runs/l2r75-fulle-lm/checkpoint-1728/rng_state_3.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd1d91a7372bb818f47a24a979cbc210da64a51af6df9c2773c8fc8a849cd93d
+size 15024

runs/l2r75-fulle-lm/checkpoint-1728/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6a6171dda32af3a9caef592bd2cfcdef1224bfed4ddda14026d355f2f43e8f1
+size 1064

runs/l2r75-fulle-lm/checkpoint-1728/tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59b6776030505d5b441d0727cce137047df748ab15db6ba3a1bac93c123742fb
+size 11424079

runs/l2r75-fulle-lm/checkpoint-1728/tokenizer_config.json

@@ -0,0 +1,18 @@
+{
+  "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|>"
+  ],
+  "is_local": false,
+  "model_max_length": 131072,
+  "pad_token": "<|im_end|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

runs/l2r75-fulle-lm/checkpoint-1728/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:748c844a303a93c3afdbb713c4783e73bbe9d0fc5f8440049f94dc1508526d32
+size 4792

runs/l2r75-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 <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|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('<tool_response>') and message.content.endswith('</tool_response>')) %}
+        {%- 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 '</think>' in message.content %}
+                {%- set content = message.content.split('</think>')[-1].lstrip('\n') %}
+                {%- set reasoning_content = message.content.split('</think>')[0].rstrip('\n').split('<think>')[-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<think>\n' + reasoning_content.strip('\n') + '\n</think>\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 %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.content }}
+        {{- '\n</tool_response>' }}
+        {%- 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 %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}

runs/l2r75-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": "5.5.0",
+  "use_cache": false,
+  "vocab_size": 151671
+}

runs/l2r75-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": "5.5.0",
+  "use_cache": true
+}

runs/l2r75-fulle-lm/checkpoint-2016/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04e32467bd733077d74d0ca3f9fb6815e463fcdde4415ec1043e4dcae7950203
+size 583356232

runs/l2r75-fulle-lm/checkpoint-2016/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42e38f91493ae461ba554afc71b2a8d7153b66a6c579f032ddd766ee909d0bbe
+size 1166825338

runs/l2r75-fulle-lm/checkpoint-2016/rng_state_0.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f31492b1c50723743e76b8aea7c3df6e44badf32f3cd0259112b65de16e5a6e8
+size 15024

runs/l2r75-fulle-lm/checkpoint-2016/rng_state_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4cd0c3c5f82aa2e0c335b86e9098123bfa27752ba614c1fa0c6bca72ea15777
+size 15024