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Model: ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct
Source: Original Platform

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README.md

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+---
+library_name: transformers
+license: mit
+datasets:
+- ethicalabs/Kurtis-E1-SFT
+language:
+- en
+base_model:
+- Qwen/Qwen2.5-3B-Instruct
+pipeline_tag: text-generation
+---
+
+# Model Card for Kurtis-E1.1-Qwen2.5-3B-Instruct
+
+Kurtis E1.1 fine-tuned with [flower](https://flower.ai/)
+
+## Eval Results
+
+Evaluation tasks were performed with the [LM Evaluation Harness](https://github.com/EleutherAI/lm-evaluation-harness) on an NVIDIA A40.
+
+
+### hellaswag
+
+```
+lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct  --tasks hellaswag --device cuda:0 --batch_size 8
+```
+
+|  Tasks  |Version|Filter|n-shot| Metric |   |Value |   |Stderr|
+|---------|------:|------|-----:|--------|---|-----:|---|-----:|
+|hellaswag|      1|none  |     0|acc     |↑  |0.5555|±  |0.0050|
+|         |       |none  |     0|acc_norm|↑  |0.7412|±  |0.0044|
+
+### arc_easy
+
+```
+lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct  --tasks arc_easy --device cuda:0 --batch_size 8
+```
+
+| Tasks  |Version|Filter|n-shot| Metric |   |Value |   |Stderr|
+|--------|------:|------|-----:|--------|---|-----:|---|-----:|
+|arc_easy|      1|none  |     0|acc     |↑  |0.7710|±  |0.0086|
+|        |       |none  |     0|acc_norm|↑  |0.6789|±  |0.0096|
+
+
+### arc_challenge
+
+```
+lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct  --tasks arc_challenge --device cuda:0 --batch_size 8
+```
+
+|    Tasks    |Version|Filter|n-shot| Metric |   |Value|   |Stderr|
+|-------------|------:|------|-----:|--------|---|----:|---|-----:|
+|arc_challenge|      1|none  |     0|acc     |↑  |0.436|±  |0.0145|
+|             |       |none  |     0|acc_norm|↑  |0.448|±  |0.0145|
+
+### mmlu
+
+```
+lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct  --tasks mmlu --device cuda:0 --batch_size 8
+```
+
+|                 Tasks                 |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
+|---------------------------------------|------:|------|-----:|------|---|-----:|---|-----:|
+|mmlu                                   |      2|none  |      |acc   |↑  |0.6522|±  |0.0038|
+| - humanities                          |      2|none  |      |acc   |↑  |0.5734|±  |0.0066|
+|  - formal_logic                       |      1|none  |     0|acc   |↑  |0.4603|±  |0.0446|
+|  - high_school_european_history       |      1|none  |     0|acc   |↑  |0.7939|±  |0.0316|
+|  - high_school_us_history             |      1|none  |     0|acc   |↑  |0.8333|±  |0.0262|
+|  - high_school_world_history          |      1|none  |     0|acc   |↑  |0.8397|±  |0.0239|
+|  - international_law                  |      1|none  |     0|acc   |↑  |0.7769|±  |0.0380|
+|  - jurisprudence                      |      1|none  |     0|acc   |↑  |0.7963|±  |0.0389|
+|  - logical_fallacies                  |      1|none  |     0|acc   |↑  |0.7975|±  |0.0316|
+|  - moral_disputes                     |      1|none  |     0|acc   |↑  |0.6850|±  |0.0250|
+|  - moral_scenarios                    |      1|none  |     0|acc   |↑  |0.2905|±  |0.0152|
+|  - philosophy                         |      1|none  |     0|acc   |↑  |0.7106|±  |0.0258|
+|  - prehistory                         |      1|none  |     0|acc   |↑  |0.7438|±  |0.0243|
+|  - professional_law                   |      1|none  |     0|acc   |↑  |0.4759|±  |0.0128|
+|  - world_religions                    |      1|none  |     0|acc   |↑  |0.8246|±  |0.0292|
+| - other                               |      2|none  |      |acc   |↑  |0.7087|±  |0.0079|
+|  - business_ethics                    |      1|none  |     0|acc   |↑  |0.7300|±  |0.0446|
+|  - clinical_knowledge                 |      1|none  |     0|acc   |↑  |0.7321|±  |0.0273|
+|  - college_medicine                   |      1|none  |     0|acc   |↑  |0.6705|±  |0.0358|
+|  - global_facts                       |      1|none  |     0|acc   |↑  |0.3900|±  |0.0490|
+|  - human_aging                        |      1|none  |     0|acc   |↑  |0.7130|±  |0.0304|
+|  - management                         |      1|none  |     0|acc   |↑  |0.7961|±  |0.0399|
+|  - marketing                          |      1|none  |     0|acc   |↑  |0.8803|±  |0.0213|
+|  - medical_genetics                   |      1|none  |     0|acc   |↑  |0.7600|±  |0.0429|
+|  - miscellaneous                      |      1|none  |     0|acc   |↑  |0.7957|±  |0.0144|
+|  - nutrition                          |      1|none  |     0|acc   |↑  |0.7353|±  |0.0253|
+|  - professional_accounting            |      1|none  |     0|acc   |↑  |0.5426|±  |0.0297|
+|  - professional_medicine              |      1|none  |     0|acc   |↑  |0.6434|±  |0.0291|
+|  - virology                           |      1|none  |     0|acc   |↑  |0.4880|±  |0.0389|
+| - social sciences                     |      2|none  |      |acc   |↑  |0.7618|±  |0.0076|
+|  - econometrics                       |      1|none  |     0|acc   |↑  |0.5439|±  |0.0469|
+|  - high_school_geography              |      1|none  |     0|acc   |↑  |0.7677|±  |0.0301|
+|  - high_school_government_and_politics|      1|none  |     0|acc   |↑  |0.8860|±  |0.0229|
+|  - high_school_macroeconomics         |      1|none  |     0|acc   |↑  |0.6949|±  |0.0233|
+|  - high_school_microeconomics         |      1|none  |     0|acc   |↑  |0.7773|±  |0.0270|
+|  - high_school_psychology             |      1|none  |     0|acc   |↑  |0.8477|±  |0.0154|
+|  - human_sexuality                    |      1|none  |     0|acc   |↑  |0.7786|±  |0.0364|
+|  - professional_psychology            |      1|none  |     0|acc   |↑  |0.7075|±  |0.0184|
+|  - public_relations                   |      1|none  |     0|acc   |↑  |0.6818|±  |0.0446|
+|  - security_studies                   |      1|none  |     0|acc   |↑  |0.7224|±  |0.0287|
+|  - sociology                          |      1|none  |     0|acc   |↑  |0.8458|±  |0.0255|
+|  - us_foreign_policy                  |      1|none  |     0|acc   |↑  |0.8400|±  |0.0368|
+| - stem                                |      2|none  |      |acc   |↑  |0.6070|±  |0.0085|
+|  - abstract_algebra                   |      1|none  |     0|acc   |↑  |0.4700|±  |0.0502|
+|  - anatomy                            |      1|none  |     0|acc   |↑  |0.6667|±  |0.0407|
+|  - astronomy                          |      1|none  |     0|acc   |↑  |0.6776|±  |0.0380|
+|  - college_biology                    |      1|none  |     0|acc   |↑  |0.7222|±  |0.0375|
+|  - college_chemistry                  |      1|none  |     0|acc   |↑  |0.5000|±  |0.0503|
+|  - college_computer_science           |      1|none  |     0|acc   |↑  |0.6000|±  |0.0492|
+|  - college_mathematics                |      1|none  |     0|acc   |↑  |0.3400|±  |0.0476|
+|  - college_physics                    |      1|none  |     0|acc   |↑  |0.4902|±  |0.0497|
+|  - computer_security                  |      1|none  |     0|acc   |↑  |0.7000|±  |0.0461|
+|  - conceptual_physics                 |      1|none  |     0|acc   |↑  |0.6468|±  |0.0312|
+|  - electrical_engineering             |      1|none  |     0|acc   |↑  |0.6690|±  |0.0392|
+|  - elementary_mathematics             |      1|none  |     0|acc   |↑  |0.5979|±  |0.0253|
+|  - high_school_biology                |      1|none  |     0|acc   |↑  |0.8129|±  |0.0222|
+|  - high_school_chemistry              |      1|none  |     0|acc   |↑  |0.5813|±  |0.0347|
+|  - high_school_computer_science       |      1|none  |     0|acc   |↑  |0.7800|±  |0.0416|
+|  - high_school_mathematics            |      1|none  |     0|acc   |↑  |0.5037|±  |0.0305|
+|  - high_school_physics                |      1|none  |     0|acc   |↑  |0.4437|±  |0.0406|
+|  - high_school_statistics             |      1|none  |     0|acc   |↑  |0.5972|±  |0.0334|
+|  - machine_learning                   |      1|none  |     0|acc   |↑  |0.4554|±  |0.0473|
+
+|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
+|------------------|------:|------|------|------|---|-----:|---|-----:|
+|mmlu              |      2|none  |      |acc   |↑  |0.6522|±  |0.0038|
+| - humanities     |      2|none  |      |acc   |↑  |0.5734|±  |0.0066|
+| - other          |      2|none  |      |acc   |↑  |0.7087|±  |0.0079|
+| - social sciences|      2|none  |      |acc   |↑  |0.7618|±  |0.0076|
+| - stem           |      2|none  |      |acc   |↑  |0.6070|±  |0.0085|
+
+### mmlu (5-shot)
+
+```
+lm_eval   --model hf   --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct   --tasks mmlu   --device cuda:0   --batch_size 8 --num_fewshot 5
+```
+
+|                 Tasks                 |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
+|---------------------------------------|------:|------|-----:|------|---|-----:|---|-----:|
+|mmlu                                   |      2|none  |      |acc   |↑  |0.6629|±  |0.0038|
+| - humanities                          |      2|none  |      |acc   |↑  |0.5862|±  |0.0067|
+|  - formal_logic                       |      1|none  |     5|acc   |↑  |0.4683|±  |0.0446|
+|  - high_school_european_history       |      1|none  |     5|acc   |↑  |0.7818|±  |0.0323|
+|  - high_school_us_history             |      1|none  |     5|acc   |↑  |0.8284|±  |0.0265|
+|  - high_school_world_history          |      1|none  |     5|acc   |↑  |0.8692|±  |0.0219|
+|  - international_law                  |      1|none  |     5|acc   |↑  |0.7769|±  |0.0380|
+|  - jurisprudence                      |      1|none  |     5|acc   |↑  |0.7963|±  |0.0389|
+|  - logical_fallacies                  |      1|none  |     5|acc   |↑  |0.8098|±  |0.0308|
+|  - moral_disputes                     |      1|none  |     5|acc   |↑  |0.7110|±  |0.0244|
+|  - moral_scenarios                    |      1|none  |     5|acc   |↑  |0.3464|±  |0.0159|
+|  - philosophy                         |      1|none  |     5|acc   |↑  |0.7042|±  |0.0259|
+|  - prehistory                         |      1|none  |     5|acc   |↑  |0.7284|±  |0.0247|
+|  - professional_law                   |      1|none  |     5|acc   |↑  |0.4759|±  |0.0128|
+|  - world_religions                    |      1|none  |     5|acc   |↑  |0.8304|±  |0.0288|
+| - other                               |      2|none  |      |acc   |↑  |0.7171|±  |0.0078|
+|  - business_ethics                    |      1|none  |     5|acc   |↑  |0.7400|±  |0.0441|
+|  - clinical_knowledge                 |      1|none  |     5|acc   |↑  |0.7321|±  |0.0273|
+|  - college_medicine                   |      1|none  |     5|acc   |↑  |0.6647|±  |0.0360|
+|  - global_facts                       |      1|none  |     5|acc   |↑  |0.4100|±  |0.0494|
+|  - human_aging                        |      1|none  |     5|acc   |↑  |0.7220|±  |0.0301|
+|  - management                         |      1|none  |     5|acc   |↑  |0.7864|±  |0.0406|
+|  - marketing                          |      1|none  |     5|acc   |↑  |0.8889|±  |0.0206|
+|  - medical_genetics                   |      1|none  |     5|acc   |↑  |0.7900|±  |0.0409|
+|  - miscellaneous                      |      1|none  |     5|acc   |↑  |0.7957|±  |0.0144|
+|  - nutrition                          |      1|none  |     5|acc   |↑  |0.7680|±  |0.0242|
+|  - professional_accounting            |      1|none  |     5|acc   |↑  |0.5532|±  |0.0297|
+|  - professional_medicine              |      1|none  |     5|acc   |↑  |0.6471|±  |0.0290|
+|  - virology                           |      1|none  |     5|acc   |↑  |0.5120|±  |0.0389|
+| - social sciences                     |      2|none  |      |acc   |↑  |0.7735|±  |0.0075|
+|  - econometrics                       |      1|none  |     5|acc   |↑  |0.5877|±  |0.0463|
+|  - high_school_geography              |      1|none  |     5|acc   |↑  |0.7828|±  |0.0294|
+|  - high_school_government_and_politics|      1|none  |     5|acc   |↑  |0.8756|±  |0.0238|
+|  - high_school_macroeconomics         |      1|none  |     5|acc   |↑  |0.7051|±  |0.0231|
+|  - high_school_microeconomics         |      1|none  |     5|acc   |↑  |0.7773|±  |0.0270|
+|  - high_school_psychology             |      1|none  |     5|acc   |↑  |0.8550|±  |0.0151|
+|  - human_sexuality                    |      1|none  |     5|acc   |↑  |0.8092|±  |0.0345|
+|  - professional_psychology            |      1|none  |     5|acc   |↑  |0.7288|±  |0.0180|
+|  - public_relations                   |      1|none  |     5|acc   |↑  |0.6909|±  |0.0443|
+|  - security_studies                   |      1|none  |     5|acc   |↑  |0.7551|±  |0.0275|
+|  - sociology                          |      1|none  |     5|acc   |↑  |0.8308|±  |0.0265|
+|  - us_foreign_policy                  |      1|none  |     5|acc   |↑  |0.8300|±  |0.0378|
+| - stem                                |      2|none  |      |acc   |↑  |0.6159|±  |0.0084|
+|  - abstract_algebra                   |      1|none  |     5|acc   |↑  |0.5000|±  |0.0503|
+|  - anatomy                            |      1|none  |     5|acc   |↑  |0.6222|±  |0.0419|
+|  - astronomy                          |      1|none  |     5|acc   |↑  |0.7500|±  |0.0352|
+|  - college_biology                    |      1|none  |     5|acc   |↑  |0.7083|±  |0.0380|
+|  - college_chemistry                  |      1|none  |     5|acc   |↑  |0.4700|±  |0.0502|
+|  - college_computer_science           |      1|none  |     5|acc   |↑  |0.6200|±  |0.0488|
+|  - college_mathematics                |      1|none  |     5|acc   |↑  |0.4000|±  |0.0492|
+|  - college_physics                    |      1|none  |     5|acc   |↑  |0.4902|±  |0.0497|
+|  - computer_security                  |      1|none  |     5|acc   |↑  |0.8200|±  |0.0386|
+|  - conceptual_physics                 |      1|none  |     5|acc   |↑  |0.6383|±  |0.0314|
+|  - electrical_engineering             |      1|none  |     5|acc   |↑  |0.6483|±  |0.0398|
+|  - elementary_mathematics             |      1|none  |     5|acc   |↑  |0.5820|±  |0.0254|
+|  - high_school_biology                |      1|none  |     5|acc   |↑  |0.8161|±  |0.0220|
+|  - high_school_chemistry              |      1|none  |     5|acc   |↑  |0.6059|±  |0.0344|
+|  - high_school_computer_science       |      1|none  |     5|acc   |↑  |0.7500|±  |0.0435|
+|  - high_school_mathematics            |      1|none  |     5|acc   |↑  |0.4926|±  |0.0305|
+|  - high_school_physics                |      1|none  |     5|acc   |↑  |0.4702|±  |0.0408|
+|  - high_school_statistics             |      1|none  |     5|acc   |↑  |0.6343|±  |0.0328|
+|  - machine_learning                   |      1|none  |     5|acc   |↑  |0.4911|±  |0.0475|
+
+|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
+|------------------|------:|------|------|------|---|-----:|---|-----:|
+|mmlu              |      2|none  |      |acc   |↑  |0.6629|±  |0.0038|
+| - humanities     |      2|none  |      |acc   |↑  |0.5862|±  |0.0067|
+| - other          |      2|none  |      |acc   |↑  |0.7171|±  |0.0078|
+| - social sciences|      2|none  |      |acc   |↑  |0.7735|±  |0.0075|
+| - stem           |      2|none  |      |acc   |↑  |0.6159|±  |0.0084|

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 +1,28 @@
+{
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151645,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 32768,
+  "max_window_layers": 70,
+  "model_type": "qwen2",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 36,
+  "num_key_value_heads": 2,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "sliding_window": 32768,
+  "tie_word_embeddings": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.50.2",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

generation_config.json

@@ -0,0 +1,14 @@
+{
+  "bos_token_id": 151643,
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "pad_token_id": 151643,
+  "repetition_penalty": 1.05,
+  "temperature": 0.7,
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special_tokens_map.json

@@ -0,0 +1,31 @@
+{
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+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

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 compassionate and empathetic mental-health assistant named Kurtis, trained by ethicalabs.ai.\nYou provide thoughtful and supportive responses to user queries.' }}\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 compassionate and empathetic mental-health assistant named Kurtis, trained by ethicalabs.ai.\nYou provide thoughtful and supportive responses to user queries.<|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": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}