Final model checkpoint

.gitattributes

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AI4M/Qwen-Qwen2.5-0.5B-pn-v3-lean4-train-on-validation-2025_m02_d07_t07h_45m_38s/added_tokens.json

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AI4M/Qwen-Qwen2.5-0.5B-pn-v3-lean4-train-on-validation-2025_m02_d07_t07h_45m_38s/config.json

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+  "_name_or_path": "Qwen/Qwen2.5-0.5B",
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+  "model_type": "qwen2",
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+  "rms_norm_eps": 1e-06,
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+  "rope_theta": 1000000.0,
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+  "tie_word_embeddings": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.48.0",
+  "use_cache": true,
+  "use_mrope": false,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

AI4M/Qwen-Qwen2.5-0.5B-pn-v3-lean4-train-on-validation-2025_m02_d07_t07h_45m_38s/generation_config.json

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AI4M/Qwen-Qwen2.5-0.5B-pn-v3-lean4-train-on-validation-2025_m02_d07_t07h_45m_38s/tokenizer.json

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AI4M/Qwen-Qwen2.5-0.5B-pn-v3-lean4-train-on-validation-2025_m02_d07_t07h_45m_38s/tokenizer_config.json

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+  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\n# 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>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\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\" }}\n{%- else %}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n    {%- else %}\n        {{- '<|im_start|>system\\nYou are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

AI4M/Qwen-Qwen2.5-0.5B-pn-v3-lean4-train-on-validation-2025_m02_d07_t07h_45m_38s/training_args.bin

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README.md

@@ -0,0 +1,396 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: Qwen/Qwen2.5-0.5B
+tags:
+- generated_from_trainer
+model-index:
+- name: tfa_output_2025_m02_d07_t07h_45m_38s
+  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. -->
+
+# tfa_output_2025_m02_d07_t07h_45m_38s
+
+This model is a fine-tuned version of [Qwen/Qwen2.5-0.5B](https://huggingface.co/Qwen/Qwen2.5-0.5B) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.1965
+
+## 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: 1e-06
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 8
+- optimizer: Use OptimizerNames.PAGED_ADAMW with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: constant_with_warmup
+- lr_scheduler_warmup_ratio: 0.05
+- num_epochs: 1
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| No log        | 0      | 0    | 1.3072          |
+| 4.0374        | 0.0030 | 1    | 1.3072          |
+| 3.7206        | 0.0060 | 2    | 1.3073          |
+| 3.6304        | 0.0090 | 3    | 1.3075          |
+| 3.9205        | 0.0119 | 4    | 1.3072          |
+| 3.8914        | 0.0149 | 5    | 1.3074          |
+| 3.7914        | 0.0179 | 6    | 1.3071          |
+| 3.6888        | 0.0209 | 7    | 1.3073          |
+| 3.9573        | 0.0239 | 8    | 1.3068          |
+| 3.9216        | 0.0269 | 9    | 1.3068          |
+| 3.8295        | 0.0299 | 10   | 1.3065          |
+| 3.7775        | 0.0328 | 11   | 1.3061          |
+| 4.1608        | 0.0358 | 12   | 1.3056          |
+| 3.8315        | 0.0388 | 13   | 1.3047          |
+| 3.8961        | 0.0418 | 14   | 1.3041          |
+| 3.5064        | 0.0448 | 15   | 1.3034          |
+| 3.8623        | 0.0478 | 16   | 1.3029          |
+| 3.7882        | 0.0507 | 17   | 1.3022          |
+| 3.9906        | 0.0537 | 18   | 1.3004          |
+| 3.8721        | 0.0567 | 19   | 1.2990          |
+| 3.8715        | 0.0597 | 20   | 1.2982          |
+| 3.7604        | 0.0627 | 21   | 1.2970          |
+| 3.7259        | 0.0657 | 22   | 1.2961          |
+| 3.769         | 0.0687 | 23   | 1.2948          |
+| 3.9388        | 0.0716 | 24   | 1.2935          |
+| 3.8075        | 0.0746 | 25   | 1.2921          |
+| 3.9561        | 0.0776 | 26   | 1.2913          |
+| 3.8021        | 0.0806 | 27   | 1.2904          |
+| 3.658         | 0.0836 | 28   | 1.2892          |
+| 3.7469        | 0.0866 | 29   | 1.2883          |
+| 3.9257        | 0.0896 | 30   | 1.2873          |
+| 3.7349        | 0.0925 | 31   | 1.2864          |
+| 3.7425        | 0.0955 | 32   | 1.2854          |
+| 3.3611        | 0.0985 | 33   | 1.2843          |
+| 3.5493        | 0.1015 | 34   | 1.2833          |
+| 3.596         | 0.1045 | 35   | 1.2828          |
+| 3.8972        | 0.1075 | 36   | 1.2816          |
+| 3.9669        | 0.1104 | 37   | 1.2808          |
+| 4.0005        | 0.1134 | 38   | 1.2800          |
+| 3.6185        | 0.1164 | 39   | 1.2785          |
+| 4.0852        | 0.1194 | 40   | 1.2776          |
+| 3.452         | 0.1224 | 41   | 1.2769          |
+| 4.017         | 0.1254 | 42   | 1.2761          |
+| 3.8406        | 0.1284 | 43   | 1.2753          |
+| 3.5601        | 0.1313 | 44   | 1.2746          |
+| 3.7764        | 0.1343 | 45   | 1.2731          |
+| 3.8586        | 0.1373 | 46   | 1.2722          |
+| 3.2432        | 0.1403 | 47   | 1.2715          |
+| 3.5002        | 0.1433 | 48   | 1.2706          |
+| 3.4933        | 0.1463 | 49   | 1.2701          |
+| 3.5798        | 0.1493 | 50   | 1.2688          |
+| 3.6943        | 0.1522 | 51   | 1.2681          |
+| 3.3713        | 0.1552 | 52   | 1.2675          |
+| 3.6274        | 0.1582 | 53   | 1.2666          |
+| 3.5537        | 0.1612 | 54   | 1.2653          |
+| 3.5242        | 0.1642 | 55   | 1.2646          |
+| 3.6243        | 0.1672 | 56   | 1.2637          |
+| 3.4449        | 0.1701 | 57   | 1.2630          |
+| 3.6649        | 0.1731 | 58   | 1.2621          |
+| 3.643         | 0.1761 | 59   | 1.2615          |
+| 3.5039        | 0.1791 | 60   | 1.2607          |
+| 3.7135        | 0.1821 | 61   | 1.2595          |
+| 3.8718        | 0.1851 | 62   | 1.2587          |
+| 3.4509        | 0.1881 | 63   | 1.2581          |
+| 3.7153        | 0.1910 | 64   | 1.2569          |
+| 3.6279        | 0.1940 | 65   | 1.2564          |
+| 3.1831        | 0.1970 | 66   | 1.2557          |
+| 3.6647        | 0.2    | 67   | 1.2548          |
+| 3.8362        | 0.2030 | 68   | 1.2543          |
+| 3.7985        | 0.2060 | 69   | 1.2533          |
+| 3.6422        | 0.2090 | 70   | 1.2525          |
+| 3.4649        | 0.2119 | 71   | 1.2522          |
+| 3.645         | 0.2149 | 72   | 1.2518          |
+| 3.6387        | 0.2179 | 73   | 1.2508          |
+| 3.6069        | 0.2209 | 74   | 1.2500          |
+| 3.297         | 0.2239 | 75   | 1.2492          |
+| 3.2928        | 0.2269 | 76   | 1.2487          |
+| 3.4727        | 0.2299 | 77   | 1.2482          |
+| 3.2704        | 0.2328 | 78   | 1.2473          |
+| 3.4458        | 0.2358 | 79   | 1.2467          |
+| 3.492         | 0.2388 | 80   | 1.2458          |
+| 3.5288        | 0.2418 | 81   | 1.2453          |
+| 3.6266        | 0.2448 | 82   | 1.2447          |
+| 3.6181        | 0.2478 | 83   | 1.2442          |
+| 3.4847        | 0.2507 | 84   | 1.2434          |
+| 3.7349        | 0.2537 | 85   | 1.2431          |
+| 3.7247        | 0.2567 | 86   | 1.2424          |
+| 3.3359        | 0.2597 | 87   | 1.2419          |
+| 3.3628        | 0.2627 | 88   | 1.2408          |
+| 3.6579        | 0.2657 | 89   | 1.2408          |
+| 3.601         | 0.2687 | 90   | 1.2406          |
+| 3.1941        | 0.2716 | 91   | 1.2399          |
+| 3.5671        | 0.2746 | 92   | 1.2395          |
+| 3.7115        | 0.2776 | 93   | 1.2385          |
+| 3.532         | 0.2806 | 94   | 1.2381          |
+| 3.5191        | 0.2836 | 95   | 1.2374          |
+| 3.6731        | 0.2866 | 96   | 1.2371          |
+| 3.7962        | 0.2896 | 97   | 1.2367          |
+| 3.7644        | 0.2925 | 98   | 1.2361          |
+| 3.4904        | 0.2955 | 99   | 1.2356          |
+| 3.5935        | 0.2985 | 100  | 1.2354          |
+| 3.577         | 0.3015 | 101  | 1.2346          |
+| 3.693         | 0.3045 | 102  | 1.2344          |
+| 3.6223        | 0.3075 | 103  | 1.2340          |
+| 3.4485        | 0.3104 | 104  | 1.2334          |
+| 3.4748        | 0.3134 | 105  | 1.2329          |
+| 3.4188        | 0.3164 | 106  | 1.2324          |
+| 3.5004        | 0.3194 | 107  | 1.2321          |
+| 3.6142        | 0.3224 | 108  | 1.2317          |
+| 3.3817        | 0.3254 | 109  | 1.2313          |
+| 3.5531        | 0.3284 | 110  | 1.2311          |
+| 3.1087        | 0.3313 | 111  | 1.2306          |
+| 3.3683        | 0.3343 | 112  | 1.2304          |
+| 3.8721        | 0.3373 | 113  | 1.2298          |
+| 3.7024        | 0.3403 | 114  | 1.2293          |
+| 3.5345        | 0.3433 | 115  | 1.2289          |
+| 3.573         | 0.3463 | 116  | 1.2287          |
+| 3.5846        | 0.3493 | 117  | 1.2284          |
+| 3.5404        | 0.3522 | 118  | 1.2282          |
+| 3.5606        | 0.3552 | 119  | 1.2280          |
+| 3.5055        | 0.3582 | 120  | 1.2274          |
+| 3.4956        | 0.3612 | 121  | 1.2270          |
+| 3.608         | 0.3642 | 122  | 1.2268          |
+| 3.2361        | 0.3672 | 123  | 1.2265          |
+| 3.488         | 0.3701 | 124  | 1.2265          |
+| 3.2155        | 0.3731 | 125  | 1.2260          |
+| 3.3639        | 0.3761 | 126  | 1.2256          |
+| 3.3634        | 0.3791 | 127  | 1.2256          |
+| 3.4846        | 0.3821 | 128  | 1.2254          |
+| 3.5508        | 0.3851 | 129  | 1.2252          |
+| 3.5719        | 0.3881 | 130  | 1.2246          |
+| 3.3178        | 0.3910 | 131  | 1.2247          |
+| 3.4262        | 0.3940 | 132  | 1.2243          |
+| 3.4895        | 0.3970 | 133  | 1.2239          |
+| 3.5872        | 0.4    | 134  | 1.2234          |
+| 3.4766        | 0.4030 | 135  | 1.2233          |
+| 3.3568        | 0.4060 | 136  | 1.2230          |
+| 3.5747        | 0.4090 | 137  | 1.2230          |
+| 2.9403        | 0.4119 | 138  | 1.2226          |
+| 3.3463        | 0.4149 | 139  | 1.2223          |
+| 3.3048        | 0.4179 | 140  | 1.2217          |
+| 3.2987        | 0.4209 | 141  | 1.2218          |
+| 3.4811        | 0.4239 | 142  | 1.2216          |
+| 3.64          | 0.4269 | 143  | 1.2211          |
+| 3.1703        | 0.4299 | 144  | 1.2206          |
+| 3.2906        | 0.4328 | 145  | 1.2205          |
+| 3.6134        | 0.4358 | 146  | 1.2199          |
+| 3.348         | 0.4388 | 147  | 1.2197          |
+| 3.2428        | 0.4418 | 148  | 1.2198          |
+| 3.573         | 0.4448 | 149  | 1.2197          |
+| 3.6921        | 0.4478 | 150  | 1.2191          |
+| 3.5082        | 0.4507 | 151  | 1.2191          |
+| 3.3445        | 0.4537 | 152  | 1.2189          |
+| 3.3521        | 0.4567 | 153  | 1.2187          |
+| 3.4538        | 0.4597 | 154  | 1.2183          |
+| 3.3225        | 0.4627 | 155  | 1.2179          |
+| 3.6838        | 0.4657 | 156  | 1.2179          |
+| 3.3113        | 0.4687 | 157  | 1.2177          |
+| 3.4141        | 0.4716 | 158  | 1.2175          |
+| 2.8407        | 0.4746 | 159  | 1.2173          |
+| 3.3262        | 0.4776 | 160  | 1.2168          |
+| 3.6585        | 0.4806 | 161  | 1.2167          |
+| 3.4489        | 0.4836 | 162  | 1.2166          |
+| 3.6269        | 0.4866 | 163  | 1.2162          |
+| 3.3826        | 0.4896 | 164  | 1.2160          |
+| 3.4506        | 0.4925 | 165  | 1.2159          |
+| 3.2749        | 0.4955 | 166  | 1.2151          |
+| 3.7262        | 0.4985 | 167  | 1.2151          |
+| 3.4615        | 0.5015 | 168  | 1.2147          |
+| 3.5982        | 0.5045 | 169  | 1.2149          |
+| 3.5301        | 0.5075 | 170  | 1.2142          |
+| 3.1629        | 0.5104 | 171  | 1.2145          |
+| 3.3415        | 0.5134 | 172  | 1.2140          |
+| 3.2653        | 0.5164 | 173  | 1.2139          |
+| 3.2757        | 0.5194 | 174  | 1.2137          |
+| 3.3495        | 0.5224 | 175  | 1.2136          |
+| 3.4542        | 0.5254 | 176  | 1.2135          |
+| 3.5153        | 0.5284 | 177  | 1.2130          |
+| 3.2836        | 0.5313 | 178  | 1.2126          |
+| 3.2877        | 0.5343 | 179  | 1.2123          |
+| 3.4662        | 0.5373 | 180  | 1.2125          |
+| 3.0825        | 0.5403 | 181  | 1.2123          |
+| 3.381         | 0.5433 | 182  | 1.2121          |
+| 3.3843        | 0.5463 | 183  | 1.2118          |
+| 3.0211        | 0.5493 | 184  | 1.2116          |
+| 3.2045        | 0.5522 | 185  | 1.2113          |
+| 3.515         | 0.5552 | 186  | 1.2111          |
+| 3.3176        | 0.5582 | 187  | 1.2113          |
+| 3.5145        | 0.5612 | 188  | 1.2109          |
+| 3.135         | 0.5642 | 189  | 1.2106          |
+| 3.5442        | 0.5672 | 190  | 1.2107          |
+| 3.3991        | 0.5701 | 191  | 1.2106          |
+| 3.2577        | 0.5731 | 192  | 1.2103          |
+| 3.286         | 0.5761 | 193  | 1.2102          |
+| 3.4492        | 0.5791 | 194  | 1.2097          |
+| 3.7012        | 0.5821 | 195  | 1.2098          |
+| 3.2023        | 0.5851 | 196  | 1.2097          |
+| 3.207         | 0.5881 | 197  | 1.2097          |
+| 3.3281        | 0.5910 | 198  | 1.2091          |
+| 3.3071        | 0.5940 | 199  | 1.2091          |
+| 3.39          | 0.5970 | 200  | 1.2091          |
+| 3.2437        | 0.6    | 201  | 1.2090          |
+| 3.2771        | 0.6030 | 202  | 1.2089          |
+| 3.4758        | 0.6060 | 203  | 1.2085          |
+| 3.2785        | 0.6090 | 204  | 1.2082          |
+| 3.524         | 0.6119 | 205  | 1.2084          |
+| 3.3163        | 0.6149 | 206  | 1.2082          |
+| 3.3725        | 0.6179 | 207  | 1.2078          |
+| 3.4803        | 0.6209 | 208  | 1.2078          |
+| 3.1456        | 0.6239 | 209  | 1.2080          |
+| 3.2719        | 0.6269 | 210  | 1.2079          |
+| 3.4017        | 0.6299 | 211  | 1.2074          |
+| 3.3843        | 0.6328 | 212  | 1.2073          |
+| 3.5353        | 0.6358 | 213  | 1.2070          |
+| 3.2673        | 0.6388 | 214  | 1.2072          |
+| 3.2824        | 0.6418 | 215  | 1.2070          |
+| 3.3562        | 0.6448 | 216  | 1.2069          |
+| 3.1972        | 0.6478 | 217  | 1.2069          |
+| 3.3425        | 0.6507 | 218  | 1.2067          |
+| 3.1529        | 0.6537 | 219  | 1.2066          |
+| 3.0392        | 0.6567 | 220  | 1.2062          |
+| 2.9891        | 0.6597 | 221  | 1.2063          |
+| 3.451         | 0.6627 | 222  | 1.2059          |
+| 3.19          | 0.6657 | 223  | 1.2061          |
+| 3.2682        | 0.6687 | 224  | 1.2057          |
+| 3.4182        | 0.6716 | 225  | 1.2055          |
+| 3.4638        | 0.6746 | 226  | 1.2054          |
+| 3.2297        | 0.6776 | 227  | 1.2053          |
+| 3.3207        | 0.6806 | 228  | 1.2051          |
+| 3.2218        | 0.6836 | 229  | 1.2051          |
+| 3.2048        | 0.6866 | 230  | 1.2049          |
+| 3.1883        | 0.6896 | 231  | 1.2050          |
+| 3.5168        | 0.6925 | 232  | 1.2048          |
+| 3.4838        | 0.6955 | 233  | 1.2047          |
+| 3.148         | 0.6985 | 234  | 1.2050          |
+| 3.35          | 0.7015 | 235  | 1.2045          |
+| 3.156         | 0.7045 | 236  | 1.2043          |
+| 3.2269        | 0.7075 | 237  | 1.2045          |
+| 3.1877        | 0.7104 | 238  | 1.2039          |
+| 3.4361        | 0.7134 | 239  | 1.2041          |
+| 3.2583        | 0.7164 | 240  | 1.2039          |
+| 3.3384        | 0.7194 | 241  | 1.2037          |
+| 3.235         | 0.7224 | 242  | 1.2038          |
+| 3.2664        | 0.7254 | 243  | 1.2037          |
+| 3.1289        | 0.7284 | 244  | 1.2033          |
+| 3.4714        | 0.7313 | 245  | 1.2035          |
+| 3.4815        | 0.7343 | 246  | 1.2035          |
+| 3.5291        | 0.7373 | 247  | 1.2033          |
+| 3.2485        | 0.7403 | 248  | 1.2032          |
+| 3.3338        | 0.7433 | 249  | 1.2028          |
+| 3.0806        | 0.7463 | 250  | 1.2030          |
+| 3.3287        | 0.7493 | 251  | 1.2027          |
+| 3.4036        | 0.7522 | 252  | 1.2025          |
+| 3.2587        | 0.7552 | 253  | 1.2024          |
+| 2.8553        | 0.7582 | 254  | 1.2025          |
+| 3.3085        | 0.7612 | 255  | 1.2022          |
+| 3.0679        | 0.7642 | 256  | 1.2023          |
+| 3.2612        | 0.7672 | 257  | 1.2022          |
+| 3.5312        | 0.7701 | 258  | 1.2021          |
+| 3.2655        | 0.7731 | 259  | 1.2018          |
+| 3.054         | 0.7761 | 260  | 1.2018          |
+| 3.306         | 0.7791 | 261  | 1.2017          |
+| 3.2836        | 0.7821 | 262  | 1.2015          |
+| 2.992         | 0.7851 | 263  | 1.2014          |
+| 3.2031        | 0.7881 | 264  | 1.2013          |
+| 3.4771        | 0.7910 | 265  | 1.2013          |
+| 3.2433        | 0.7940 | 266  | 1.2011          |
+| 3.0587        | 0.7970 | 267  | 1.2012          |
+| 3.0495        | 0.8    | 268  | 1.2012          |
+| 3.3093        | 0.8030 | 269  | 1.2008          |
+| 3.3915        | 0.8060 | 270  | 1.2010          |
+| 3.345         | 0.8090 | 271  | 1.2008          |
+| 3.1808        | 0.8119 | 272  | 1.2006          |
+| 3.209         | 0.8149 | 273  | 1.2007          |
+| 3.0482        | 0.8179 | 274  | 1.2004          |
+| 2.9668        | 0.8209 | 275  | 1.2006          |
+| 3.0532        | 0.8239 | 276  | 1.2008          |
+| 3.3684        | 0.8269 | 277  | 1.2004          |
+| 3.2661        | 0.8299 | 278  | 1.2003          |
+| 3.0364        | 0.8328 | 279  | 1.2003          |
+| 3.4541        | 0.8358 | 280  | 1.2002          |
+| 3.3404        | 0.8388 | 281  | 1.2001          |
+| 3.4284        | 0.8418 | 282  | 1.1999          |
+| 3.4654        | 0.8448 | 283  | 1.1997          |
+| 3.0229        | 0.8478 | 284  | 1.2000          |
+| 3.2988        | 0.8507 | 285  | 1.1999          |
+| 3.3894        | 0.8537 | 286  | 1.1995          |
+| 3.2594        | 0.8567 | 287  | 1.1995          |
+| 3.2245        | 0.8597 | 288  | 1.1995          |
+| 3.0186        | 0.8627 | 289  | 1.1991          |
+| 3.0315        | 0.8657 | 290  | 1.1990          |
+| 2.8311        | 0.8687 | 291  | 1.1990          |
+| 3.1816        | 0.8716 | 292  | 1.1988          |
+| 3.3245        | 0.8746 | 293  | 1.1987          |
+| 3.434         | 0.8776 | 294  | 1.1988          |
+| 3.09          | 0.8806 | 295  | 1.1986          |
+| 3.4151        | 0.8836 | 296  | 1.1983          |
+| 3.2193        | 0.8866 | 297  | 1.1984          |
+| 3.3492        | 0.8896 | 298  | 1.1985          |
+| 3.1033        | 0.8925 | 299  | 1.1983          |
+| 3.3869        | 0.8955 | 300  | 1.1984          |
+| 3.2651        | 0.8985 | 301  | 1.1981          |
+| 3.3921        | 0.9015 | 302  | 1.1981          |
+| 3.3988        | 0.9045 | 303  | 1.1981          |
+| 3.3168        | 0.9075 | 304  | 1.1983          |
+| 3.173         | 0.9104 | 305  | 1.1980          |
+| 3.1127        | 0.9134 | 306  | 1.1981          |
+| 2.9588        | 0.9164 | 307  | 1.1979          |
+| 3.1549        | 0.9194 | 308  | 1.1978          |
+| 3.1344        | 0.9224 | 309  | 1.1978          |
+| 3.0571        | 0.9254 | 310  | 1.1977          |
+| 3.299         | 0.9284 | 311  | 1.1976          |
+| 3.3548        | 0.9313 | 312  | 1.1975          |
+| 3.1675        | 0.9343 | 313  | 1.1975          |
+| 3.2788        | 0.9373 | 314  | 1.1972          |
+| 3.1682        | 0.9403 | 315  | 1.1975          |
+| 3.6201        | 0.9433 | 316  | 1.1973          |
+| 2.9316        | 0.9463 | 317  | 1.1973          |
+| 3.2871        | 0.9493 | 318  | 1.1970          |
+| 3.0758        | 0.9522 | 319  | 1.1973          |
+| 3.0506        | 0.9552 | 320  | 1.1972          |
+| 3.0749        | 0.9582 | 321  | 1.1971          |
+| 3.0325        | 0.9612 | 322  | 1.1969          |
+| 3.0342        | 0.9642 | 323  | 1.1969          |
+| 3.2879        | 0.9672 | 324  | 1.1969          |
+| 2.9969        | 0.9701 | 325  | 1.1967          |
+| 3.4164        | 0.9731 | 326  | 1.1967          |
+| 3.3712        | 0.9761 | 327  | 1.1966          |
+| 3.1877        | 0.9791 | 328  | 1.1967          |
+| 3.3259        | 0.9821 | 329  | 1.1968          |
+| 3.2571        | 0.9851 | 330  | 1.1965          |
+| 3.0292        | 0.9881 | 331  | 1.1968          |
+| 3.2312        | 0.9910 | 332  | 1.1966          |
+| 3.3412        | 0.9940 | 333  | 1.1965          |
+| 3.2653        | 0.9970 | 334  | 1.1966          |
+| 3.3735        | 1.0    | 335  | 1.1965          |
+
+
+### Framework versions
+
+- Transformers 4.48.0
+- Pytorch 2.5.1+cu124
+- Datasets 3.2.0
+- Tokenizers 0.21.0

added_tokens.json

@@ -0,0 +1,24 @@
+{
+  "</tool_call>": 151658,
+  "<tool_call>": 151657,
+  "<|box_end|>": 151649,
+  "<|box_start|>": 151648,
+  "<|endoftext|>": 151643,
+  "<|file_sep|>": 151664,
+  "<|fim_middle|>": 151660,
+  "<|fim_pad|>": 151662,
+  "<|fim_prefix|>": 151659,
+  "<|fim_suffix|>": 151661,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644,
+  "<|image_pad|>": 151655,
+  "<|object_ref_end|>": 151647,
+  "<|object_ref_start|>": 151646,
+  "<|quad_end|>": 151651,
+  "<|quad_start|>": 151650,
+  "<|repo_name|>": 151663,
+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
+  "<|vision_start|>": 151652
+}

config.json

@@ -0,0 +1,30 @@
+{
+  "_name_or_path": "Qwen/Qwen2.5-0.5B",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151643,
+  "hidden_act": "silu",
+  "hidden_size": 896,
+  "initializer_range": 0.02,
+  "intermediate_size": 4864,
+  "max_position_embeddings": 32768,
+  "max_window_layers": 24,
+  "model_type": "qwen2",
+  "num_attention_heads": 14,
+  "num_hidden_layers": 24,
+  "num_key_value_heads": 2,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.48.0",
+  "use_cache": true,
+  "use_mrope": false,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "bos_token_id": 151643,
+  "eos_token_id": 151643,
+  "max_new_tokens": 2048,
+  "transformers_version": "4.48.0"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3768b31dca1aadb981aeff37d9ffed155e0fc73acc4e5614262269ab3172698
+size 988097824

special_tokens_map.json

@@ -0,0 +1,25 @@
+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|endoftext|>"
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa
+size 11421896

tokenizer_config.json

@@ -0,0 +1,208 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151644": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151645": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151646": {
+      "content": "<|object_ref_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151647": {
+      "content": "<|object_ref_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151648": {
+      "content": "<|box_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151649": {
+      "content": "<|box_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "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
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "bos_token": null,
+  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\n# 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>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\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\" }}\n{%- else %}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n    {%- else %}\n        {{- '<|im_start|>system\\nYou are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91f7df9ec35ca956d7c70fecaf2e9e655b2650fb469370d733c24401117d26c0
+size 5432