Model save

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,122 @@
+---
+library_name: transformers
+license: mit
+base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+tags:
+- generated_from_trainer
+model-index:
+- name: genrm-deepseek-ai-DeepSeek-R1-Distill-Qwen-14B
+  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. -->
+
+# genrm-deepseek-ai-DeepSeek-R1-Distill-Qwen-14B
+
+This model is a fine-tuned version of [deepseek-ai/DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2953
+
+## 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: 3e-07
+- train_batch_size: 1
+- eval_batch_size: 1
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- total_train_batch_size: 8
+- total_eval_batch_size: 8
+- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 1
+
+### Training results
+
+| Training Loss | Epoch  | Step  | Validation Loss |
+|:-------------:|:------:|:-----:|:---------------:|
+| 0.2028        | 0.0163 | 200   | 0.3168          |
+| 0.1841        | 0.0326 | 400   | 0.3174          |
+| 0.178         | 0.0489 | 600   | 0.3028          |
+| 0.193         | 0.0652 | 800   | 0.3068          |
+| 0.1912        | 0.0815 | 1000  | 0.3044          |
+| 0.189         | 0.0979 | 1200  | 0.3004          |
+| 0.1857        | 0.1142 | 1400  | 0.3047          |
+| 0.175         | 0.1305 | 1600  | 0.3043          |
+| 0.1717        | 0.1468 | 1800  | 0.2981          |
+| 0.1779        | 0.1631 | 2000  | 0.3049          |
+| 0.1727        | 0.1794 | 2200  | 0.3041          |
+| 0.1796        | 0.1957 | 2400  | 0.3054          |
+| 0.1843        | 0.2120 | 2600  | 0.2994          |
+| 0.1832        | 0.2283 | 2800  | 0.3020          |
+| 0.1642        | 0.2446 | 3000  | 0.3049          |
+| 0.1954        | 0.2609 | 3200  | 0.2988          |
+| 0.1884        | 0.2773 | 3400  | 0.2992          |
+| 0.1717        | 0.2936 | 3600  | 0.2983          |
+| 0.1744        | 0.3099 | 3800  | 0.2982          |
+| 0.1717        | 0.3262 | 4000  | 0.3021          |
+| 0.1519        | 0.3425 | 4200  | 0.2989          |
+| 0.1857        | 0.3588 | 4400  | 0.2981          |
+| 0.1802        | 0.3751 | 4600  | 0.3004          |
+| 0.1637        | 0.3914 | 4800  | 0.2981          |
+| 0.1611        | 0.4077 | 5000  | 0.2993          |
+| 0.1957        | 0.4240 | 5200  | 0.2973          |
+| 0.169         | 0.4403 | 5400  | 0.2950          |
+| 0.1542        | 0.4567 | 5600  | 0.2972          |
+| 0.1669        | 0.4730 | 5800  | 0.2943          |
+| 0.1667        | 0.4893 | 6000  | 0.2944          |
+| 0.1742        | 0.5056 | 6200  | 0.2963          |
+| 0.1676        | 0.5219 | 6400  | 0.2951          |
+| 0.1537        | 0.5382 | 6600  | 0.2975          |
+| 0.1876        | 0.5545 | 6800  | 0.2979          |
+| 0.1543        | 0.5708 | 7000  | 0.2980          |
+| 0.1709        | 0.5871 | 7200  | 0.2981          |
+| 0.1608        | 0.6034 | 7400  | 0.2967          |
+| 0.1727        | 0.6198 | 7600  | 0.2973          |
+| 0.1659        | 0.6361 | 7800  | 0.2959          |
+| 0.1862        | 0.6524 | 8000  | 0.2990          |
+| 0.1758        | 0.6687 | 8200  | 0.2974          |
+| 0.1981        | 0.6850 | 8400  | 0.2965          |
+| 0.1616        | 0.7013 | 8600  | 0.2943          |
+| 0.1738        | 0.7176 | 8800  | 0.2943          |
+| 0.1775        | 0.7339 | 9000  | 0.2958          |
+| 0.1683        | 0.7502 | 9200  | 0.2949          |
+| 0.1632        | 0.7665 | 9400  | 0.2946          |
+| 0.1702        | 0.7828 | 9600  | 0.2937          |
+| 0.1937        | 0.7992 | 9800  | 0.2944          |
+| 0.162         | 0.8155 | 10000 | 0.2964          |
+| 0.167         | 0.8318 | 10200 | 0.2968          |
+| 0.1708        | 0.8481 | 10400 | 0.2963          |
+| 0.16          | 0.8644 | 10600 | 0.2970          |
+| 0.1695        | 0.8807 | 10800 | 0.2944          |
+| 0.1568        | 0.8970 | 11000 | 0.2948          |
+| 0.1708        | 0.9133 | 11200 | 0.2952          |
+| 0.1561        | 0.9296 | 11400 | 0.2961          |
+| 0.158         | 0.9459 | 11600 | 0.2950          |
+| 0.1763        | 0.9622 | 11800 | 0.2948          |
+| 0.1579        | 0.9786 | 12000 | 0.2950          |
+| 0.1512        | 0.9949 | 12200 | 0.2953          |
+
+
+### Framework versions
+
+- Transformers 4.46.1
+- Pytorch 2.5.1+cu124
+- Datasets 3.1.0
+- Tokenizers 0.20.3

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"
+}

special_tokens_map.json

@@ -0,0 +1,17 @@
+{
+  "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": "<|fim_pad|>"
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e20ddafc659ba90242154b55275402edeca0715e5dbb30f56815a4ce081f4893
+size 11422778

tokenizer_config.json

@@ -0,0 +1,194 @@
+{
+  "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": "<think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151649": {
+      "content": "</think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151650": {
+      "content": "<|quad_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151651": {
+      "content": "<|quad_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151652": {
+      "content": "<|vision_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151653": {
+      "content": "<|vision_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151654": {
+      "content": "<|vision_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151655": {
+      "content": "<|image_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151656": {
+      "content": "<|video_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151657": {
+      "content": "<tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151658": {
+      "content": "</tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151659": {
+      "content": "<|fim_prefix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151660": {
+      "content": "<|fim_middle|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151661": {
+      "content": "<|fim_suffix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151662": {
+      "content": "<|fim_pad|>",
+      "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
+    }
+  },
+  "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 %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<｜end▁of▁sentence｜>",
+  "legacy": true,
+  "model_max_length": 16384,
+  "pad_token": "<|fim_pad|>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": null,
+  "use_default_system_prompt": false
+}