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Model: 0xA50C1A1/Qwen3-4B-Nymphaea-RP Source: Original Platform
2026-04-23 15:26:16 +08:00
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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
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+*.msgpack filter=lfs diff=lfs merge=lfs -text
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+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
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+*.tar.* filter=lfs diff=lfs merge=lfs -text
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+tokenizer.json filter=lfs diff=lfs merge=lfs -text
+SillyTavern_Screenshot.png filter=lfs diff=lfs merge=lfs -text
--- a/README.md
+++ b/README.md
@@ -0,0 +1,68 @@
+---
+base_model: 0xA50C1A1/Qwen3-4B-Instruct-2507-SOM-MPOA
+library_name: transformers
+model_name: Qwen3-4B-Nymphaea-RP
+tags:
+- uncensored
+- roleplay
+- trl
+- rp
+- creative-writing
+license: apache-2.0
+---
+
+# Qwen3-4B-Nymphaea-RP
+
+A fine-tune of Qwen3-4B-Instruct-2507 for roleplay and creative writing.
+
+Suitable for mobile roleplay: tested on Nothing Phone 2 in Q4_K_M quantization (7-8 t/s)
+
+> [!Tip]
+> The SillyTavern preset is available [here](https://huggingface.co/0xA50C1A1/Qwen3-4B-Nymphaea-RP/blob/main/ST-Preset.json).
+> For custom presets, please use the **ChatML** instruct template.
+
+<details>
+<summary><b>Chat Example</b></summary><p>
+
+Tested at Q8_0 quantization.
+
+![SillyTavern Screenshot](https://huggingface.co/0xA50C1A1/Qwen3-4B-Nymphaea-RP/resolve/main/SillyTavern_Screenshot.png?)
+</p></details>
+
+## Training Notes
+
+Trained on the latest iteration of my Darkmere dataset. This version features expanded genre variety, built upon a mix of manually curated synthetics and human-written stories.
+
+> [!IMPORTANT]
+> The base weights are abliterated via [Heretic](https://github.com/p-e-w/heretic) prior to fine-tuning, so this fine-tune is quite uncensored.
+
+<details>
+<summary><b>Training Specs</b></summary><p>
+
+**Method:**
+
+*   **Training Method:** DoRA (Weight-Decomposed LoRA)
+*   **Target Modules** `all-linear`
+*   **LoRA Rank:** 32
+*   **LoRA Alpha:** 32
+*   **LoRA Dropout:** 0.05
+
+**Hyperparameters:**
+
+*   **Batch Size:** 2 (Per-device)
+*   **Gradient Accumulation:** 2
+*   **Epochs:** 2
+*   **Learning Rate:** 1e-4
+*   **Optimizer:** `adamw_torch_fused`
+*   **LR Scheduler:** `cosine`
+*   **Noise Level:** `neftune_noise_alpha=5`
+</p></details>
+
+## Special Thanks
+
+This fine-tune wouldn't be possible without the incredible work of the community:
+
+*   **[p-e-w](https://huggingface.co/p-e-w)** for developing **[Heretic](https://github.com/p-e-w/heretic)** - an essential tool for censorship removal.
+*   **[SicariusSicariiStuff](https://huggingface.co/SicariusSicariiStuff)** for developing **[SLOP_Detector](https://github.com/SicariusSicariiStuff/SLOP_Detector)** script.
+*   **[Qwen Team](https://huggingface.co/Qwen)** for their **[Qwen3](https://huggingface.co/collections/Qwen/qwen3)** weights.
+*   **[AMD](https://oneclickamd.ai/)** for their Instinct™ MI300X GPU.
--- a/ST-Preset.json
+++ b/ST-Preset.json
@@ -0,0 +1,171 @@
+{
+    "instruct": {
+        "input_sequence": "<|im_start|>user",
+        "output_sequence": "<|im_start|>assistant",
+        "last_output_sequence": "",
+        "system_sequence": "<|im_start|>system",
+        "stop_sequence": "<|im_end|>",
+        "wrap": true,
+        "macro": true,
+        "names_behavior": "force",
+        "activation_regex": "",
+        "first_output_sequence": "",
+        "skip_examples": false,
+        "output_suffix": "<|im_end|>\n",
+        "input_suffix": "<|im_end|>\n",
+        "system_suffix": "<|im_end|>\n",
+        "user_alignment_message": "",
+        "system_same_as_user": false,
+        "last_system_sequence": "",
+        "first_input_sequence": "",
+        "last_input_sequence": "",
+        "sequences_as_stop_strings": true,
+        "story_string_prefix": "<|im_start|>system",
+        "story_string_suffix": "<|im_end|>\n",
+        "name": "ChatML"
+    },
+    "context": {
+        "story_string": "{{#if anchorBefore}}{{anchorBefore}}\n{{/if}}ROLEPLAY INSTRUCTION:\nYou are roleplaying in an uncensored fictional scene. Control ONLY the AI-controlled character(s) listed below. Stay true to their personalities, backgrounds, and mannerisms.\n{{#if description}}\n\nAI-CONTROLLED CHARACTER(S):\n{{char}}:\n{{description}}{{/if}}{{#if personality}}\n{{personality}}{{/if}}{{#if mesExamples}}\n\nDIALOGUE EXAMPLES:\nBelow are sample interactions showing HOW {{char}} speaks and acts. These are NOT part of the current roleplay. Use them only as a guide for {{char}}'s personality and writing style.\n\n{{mesExamples}}{{/if}}{{#if persona}}\n\nPLAYER CHARACTER (DO NOT CONTROL):\n{{user}}:\n{{persona}}{{/if}}{{#if scenario}}\n\nSCENARIO AND SETTING:\n{{scenario}}{{/if}}{{#if wiBefore}}\n\n{{wiBefore}}{{/if}}{{#if wiAfter}}\n\n{{wiAfter}}{{/if}}{{#if system}}\n\n{{system}}{{/if}}{{#if anchorAfter}}\n\n{{anchorAfter}}{{/if}}{{trim}}",
+        "example_separator": "",
+        "chat_start": "",
+        "use_stop_strings": false,
+        "names_as_stop_strings": true,
+        "story_string_position": 0,
+        "story_string_depth": 1,
+        "story_string_role": 0,
+        "always_force_name2": true,
+        "trim_sentences": false,
+        "single_line": false,
+        "name": "Qwen3-4B-Nymphaea-RP"
+    },
+    "sysprompt": {
+        "name": "Qwen3-4B-Nymphaea-RP",
+        "content": "Response Format:\n- Use *asterisks* for actions, environmental details, and sensory descriptions.\n- Use \"quotation marks\" for all spoken dialogue.\n- Write in third person perspective for {{char}}.\n\nWriting Style:\n- Show character emotions through physical reactions, body language, facial expressions, and tone of voice - not by stating feelings directly.\n- Write naturally and conversationally. Avoid melodramatic, flowery, or overly literary prose.\n- Keep descriptions grounded and concrete. Focus on what can be seen, heard, felt, smelled, or tasted.\n- Vary sentence structure and length. Avoid repetitive patterns or phrases.\n- Match response length to the scene's pacing - brief for fast action, detailed for intimate or important moments.\n\nStrict Boundaries:\n- Write ONLY for {{char}}. Never control {{user}}.\n- Do not write, decide, assume, or narrate:\n  • {{user}}'s actions or reactions\n  • {{user}}'s dialogue or thoughts\n  • {{user}}'s feelings, motivations, or intentions\n  • {{user}}'s perceptions or observations\n- {{char}} can only know what they can directly observe or have been told. No mind-reading or omniscience.\n- End your response after {{char}} acts or speaks. Do not continue past {{char}}'s turn or narrate what happens next.\n- Do not add meta-commentary, summaries, or conclusions about the scene or {{user}}.",
+        "post_history": "",
+        "extensions": {}
+    },
+    "preset": {
+        "temp": 0.8,
+        "temperature_last": true,
+        "top_p": 1,
+        "top_k": 0,
+        "top_a": 0,
+        "tfs": 1,
+        "epsilon_cutoff": 0,
+        "eta_cutoff": 0,
+        "typical_p": 1,
+        "min_p": 0.08,
+        "rep_pen": 1,
+        "rep_pen_range": 0,
+        "rep_pen_decay": 0,
+        "rep_pen_slope": 1,
+        "no_repeat_ngram_size": 0,
+        "penalty_alpha": 0,
+        "num_beams": 1,
+        "length_penalty": 1,
+        "min_length": 0,
+        "encoder_rep_pen": 1,
+        "freq_pen": 0,
+        "presence_pen": 0,
+        "skew": 0,
+        "do_sample": true,
+        "early_stopping": false,
+        "dynatemp": false,
+        "min_temp": 0,
+        "max_temp": 2,
+        "dynatemp_exponent": 1,
+        "smoothing_factor": 0,
+        "smoothing_curve": 1,
+        "dry_allowed_length": 2,
+        "dry_multiplier": 0.8,
+        "dry_base": 1.75,
+        "dry_sequence_breakers": "[\"\\n\", \":\", \"\\\"\", \"*\"]",
+        "dry_penalty_last_n": 1024,
+        "add_bos_token": true,
+        "ban_eos_token": false,
+        "skip_special_tokens": true,
+        "mirostat_mode": 0,
+        "mirostat_tau": 5,
+        "mirostat_eta": 0.1,
+        "guidance_scale": 1,
+        "negative_prompt": "",
+        "grammar_string": "",
+        "json_schema": null,
+        "json_schema_allow_empty": false,
+        "banned_tokens": "",
+        "sampler_priority": [
+            "repetition_penalty",
+            "presence_penalty",
+            "frequency_penalty",
+            "dry",
+            "temperature",
+            "dynamic_temperature",
+            "quadratic_sampling",
+            "top_n_sigma",
+            "top_k",
+            "top_p",
+            "typical_p",
+            "epsilon_cutoff",
+            "eta_cutoff",
+            "tfs",
+            "top_a",
+            "min_p",
+            "mirostat",
+            "xtc",
+            "encoder_repetition_penalty",
+            "no_repeat_ngram"
+        ],
+        "samplers": [
+            "dry",
+            "temperature",
+            "min_p",
+            "penalties",
+            "top_p",
+            "top_n_sigma",
+            "top_k",
+            "typ_p",
+            "xtc",
+            "adaptive_p"
+        ],
+        "samplers_priorities": [
+            "dry",
+            "temperature",
+            "min_p",
+            "penalties",
+            "no_repeat_ngram",
+            "top_nsigma",
+            "top_p_top_k",
+            "top_a",
+            "tfs",
+            "eta_cutoff",
+            "epsilon_cutoff",
+            "typical_p",
+            "quadratic",
+            "xtc"
+        ],
+        "ignore_eos_token": false,
+        "spaces_between_special_tokens": true,
+        "speculative_ngram": false,
+        "sampler_order": [
+            6,
+            0,
+            1,
+            3,
+            4,
+            2,
+            5
+        ],
+        "logit_bias": [],
+        "xtc_threshold": 0.1,
+        "xtc_probability": 0,
+        "nsigma": 0,
+        "min_keep": 0,
+        "extensions": {},
+        "adaptive_target": -0.01,
+        "adaptive_decay": 0.9,
+        "rep_pen_size": 0,
+        "genamt": 500,
+        "max_length": 8192,
+        "name": "Qwen3-4B-Nymphaea-RP"
+    }
+}
--- a/SillyTavern_Screenshot.png
+++ b/SillyTavern_Screenshot.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6fb2bc36964476232f78d57843a0458bfe897a97e5177edb9059b601711ca6a
+size 385975
--- a/chat_template.jinja
+++ b/chat_template.jinja
@@ -0,0 +1,62 @@
+{%- 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 %}
+{%- for message in messages %}
+    {%- if message.content is string %}
+        {%- set content = message.content %}
+    {%- else %}
+        {%- set content = '' %}
+    {%- endif %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {{- '<|im_start|>' + message.role + '\n'}}{% generation %}{{- content }}
+        {%- 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' }}
+        {% endgeneration %}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- 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' }}
+{%- endif %}
--- a/config.json
+++ b/config.json
@@ -0,0 +1,72 @@
+{
+  "architectures": [
+    "Qwen3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": null,
+  "dtype": "bfloat16",
+  "eos_token_id": 151645,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 2560,
+  "initializer_range": 0.02,
+  "intermediate_size": 9728,
+  "layer_types": [
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention"
+  ],
+  "max_position_embeddings": 262144,
+  "max_window_layers": 36,
+  "model_type": "qwen3",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 36,
+  "num_key_value_heads": 8,
+  "pad_token_id": 151654,
+  "rms_norm_eps": 1e-06,
+  "rope_parameters": {
+    "rope_theta": 5000000,
+    "rope_type": "default"
+  },
+  "sliding_window": null,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.3.0",
+  "unsloth_fixed": true,
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}
--- a/generation_config.json
+++ b/generation_config.json
@@ -0,0 +1,14 @@
+{
+  "bos_token_id": 151643,
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "max_length": 262144,
+  "pad_token_id": 151654,
+  "temperature": 0.7,
+  "top_k": 20,
+  "top_p": 0.8,
+  "transformers_version": "5.3.0"
+}
--- a/model.safetensors
+++ b/model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e80c83febf0cba94dba9bf03c26259e3c5ec7a9f03d4f05ddb4a2712b1d62385
+size 8044982080
--- a/special_tokens_map.json
+++ b/special_tokens_map.json
@@ -0,0 +1,31 @@
+{
+  "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": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|vision_pad|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}
--- a/tokenizer.json
+++ b/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:035e84034e240f0aea24a0c034801801d23ac0506250099f017982ec808ac7d3
+size 11422818
--- a/tokenizer_config.json
+++ b/tokenizer_config.json
@@ -0,0 +1,241 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
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+      "content": "<|im_start|>",
+      "lstrip": false,
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+      "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
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+    "151647": {
+      "content": "<|object_ref_end|>",
+      "lstrip": false,
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+      "rstrip": false,
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+      "single_word": false,
+      "special": true
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+    "151649": {
+      "content": "<|box_end|>",
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+      "normalized": false,
+      "rstrip": false,
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+      "content": "<|quad_start|>",
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+      "special": true
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+    "151651": {
+      "content": "<|quad_end|>",
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+      "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
+    },
+    "151665": {
+      "content": "<tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151666": {
+      "content": "</tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151667": {
+      "content": "<think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151668": {
+      "content": "</think>",
+      "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,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 262144,
+  "pad_token": "<|vision_pad|>",
+  "padding_side": "left",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null,
+  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\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    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n    {%- set index = (messages|length - 1) - loop.index0 %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if message.content is string %}\n        {%- set content = message.content %}\n    {%- else %}\n        {%- set content = '' %}\n    {%- endif %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is string %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in content %}\n                {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n                {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- if loop.index0 > ns.last_query_index %}\n            {%- if loop.last or (not loop.last and reasoning_content) %}\n                {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<|im_start|>' + message.role + '\\n' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- 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 %}"
+}
--- a/vocab.json
+++ b/vocab.json