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@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 TCMv4_8ratio_v1_step_421_reward_0.838-models/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+TCMv4_8ratio_FULL_1_5B_6epoch-models/tokenizer.json filter=lfs diff=lfs merge=lfs -text

TCMv4_8ratio_FULL_1_5B_6epoch-models/README.md

@@ -0,0 +1,60 @@
+---
+library_name: transformers
+license: other
+base_model: TCMv4_8ratio_FULL_1_5B/outputs_full_1
+tags:
+- llama-factory
+- full
+- generated_from_trainer
+model-index:
+- name: outputs_full_2
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# outputs_full_2
+
+This model is a fine-tuned version of [TCMv4_8ratio_FULL_1_5B/outputs_full_1](https://huggingface.co/TCMv4_8ratio_FULL_1_5B/outputs_full_1) on the TCMv4_format_below10000_TCMv4_8ratio dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 128
+- total_eval_batch_size: 64
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: cosine
+- num_epochs: 4.0
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.46.1
+- Pytorch 2.5.1+cu124
+- Datasets 3.5.0
+- Tokenizers 0.20.3

TCMv4_8ratio_FULL_1_5B_6epoch-models/all_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.995043842927945,
+    "total_flos": 2.600116140210389e+18,
+    "train_loss": 0.2742100080947993,
+    "train_runtime": 4596.6837,
+    "train_samples_per_second": 36.515,
+    "train_steps_per_second": 0.285
+}

TCMv4_8ratio_FULL_1_5B_6epoch-models/config.json

@@ -0,0 +1,30 @@
+{
+  "_name_or_path": "TCMv4_8ratio_FULL_1_5B/outputs_full_1",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151643,
+  "hidden_act": "silu",
+  "hidden_size": 1536,
+  "initializer_range": 0.02,
+  "intermediate_size": 8960,
+  "max_position_embeddings": 131072,
+  "max_window_layers": 21,
+  "model_type": "qwen2",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 2,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.1",
+  "use_cache": false,
+  "use_mrope": false,
+  "use_sliding_window": false,
+  "vocab_size": 151672
+}

TCMv4_8ratio_FULL_1_5B_6epoch-models/generation_config.json

@@ -0,0 +1,9 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 151646,
+  "do_sample": true,
+  "eos_token_id": 151643,
+  "temperature": 0.6,
+  "top_p": 0.95,
+  "transformers_version": "4.46.1"
+}

TCMv4_8ratio_FULL_1_5B_6epoch-models/model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:824d826378dac85760f0b495cc960b4e64b9d5e61b851e80dbf9c91f59465fe5
+size 3552592736

TCMv4_8ratio_FULL_1_5B_6epoch-models/special_tokens_map.json

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+{
+  "additional_special_tokens": [
+    "\n<remaining>1/8</remaining>\n",
+    "\n<remaining>2/8</remaining>\n",
+    "\n<remaining>3/8</remaining>\n",
+    "\n<remaining>4/8</remaining>\n",
+    "\n<remaining>5/8</remaining>\n",
+    "\n<remaining>6/8</remaining>\n",
+    "\n<remaining>7/8</remaining>\n"
+  ],
+  "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,
+    "single_word": false
+  }
+}

TCMv4_8ratio_FULL_1_5B_6epoch-models/tokenizer.json

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+version https://git-lfs.github.com/spec/v1
+oid sha256:740058fbdc54e5cfcbaa8c8b928aef5da4c8ef540f09a759f216f1958deb2e9e
+size 11424227

TCMv4_8ratio_FULL_1_5B_6epoch-models/tokenizer_config.json

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+{
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+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "151643": {
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+      "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,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+    "151648": {
+      "content": "<think>",
+      "lstrip": false,
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+      "special": false
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+      "special": true
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+      "normalized": false,
+      "rstrip": false,
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+      "special": true
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+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "rstrip": false,
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+      "special": true
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+    },
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+      "lstrip": false,
+      "normalized": false,
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+      "single_word": false,
+      "special": false
+    },
+    "151658": {
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+      "normalized": false,
+      "rstrip": false,
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+      "special": false
+    },
+    "151659": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
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+      "special": false
+    },
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
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+      "special": false
+    },
+    "151661": {
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+      "lstrip": false,
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151665": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
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+      "content": "\n<remaining>2/8</remaining>\n",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
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+      "lstrip": false,
+      "normalized": false,
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+      "lstrip": false,
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+      "lstrip": false,
+      "normalized": false,
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "\n<remaining>1/8</remaining>\n",
+    "\n<remaining>2/8</remaining>\n",
+    "\n<remaining>3/8</remaining>\n",
+    "\n<remaining>4/8</remaining>\n",
+    "\n<remaining>5/8</remaining>\n",
+    "\n<remaining>6/8</remaining>\n",
+    "\n<remaining>7/8</remaining>\n"
+  ],
+  "bos_token": "<｜begin▁of▁sentence｜>",
+  "chat_template": "{% 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 '</think>' in content %}{% set content = content.split('</think>')[-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｜><think>\\n'}}{% endif %}",
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+  "eos_token": "<｜end▁of▁sentence｜>",
+  "legacy": true,
+  "model_max_length": 16384,
+  "pad_token": "<｜end▁of▁sentence｜>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "split_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": null,
+  "use_default_system_prompt": false
+}