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README.md ADDED
@@ -0,0 +1,219 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ language:
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+ - en
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+ - de
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+ - fr
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+ - es
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+ - it
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+ - pt
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+ license: apache-2.0
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+ library_name: sauerkrautlm-colpali
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+ tags:
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+ - document-retrieval
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+ - vision-language-model
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+ - multi-vector
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+ - colpali
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+ - late-interaction
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+ - visual-retrieval
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+ - ministral
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+ - pixtral
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+ - mistral
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+ - mteb
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+ - vidore
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+ base_model: mistralai/Ministral-3B-Instruct
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+ pipeline_tag: image-text-to-text
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+ datasets:
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+ - vidore/colpali_train_set
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+ - openbmb/VisRAG-Ret-Train-In-domain-data
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+ - llamaindex/vdr-multilingual-train
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+ metrics:
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+ - ndcg_at_5
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+ ---
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+
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+ # SauerkrautLM-ColMinistral3-3b-v0.1
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+
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+ <p align="center">
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+ <img src="https://vago-solutions.ai/wp-content/uploads/2024/03/vago-logo.webp" alt="VAGO Solutions Logo" width="200"/>
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+ </p>
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+
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+ **🔬 Experimental Architecture** | **Mistral-Based Visual Retrieval**
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+
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+ SauerkrautLM-ColMinistral3-3b-v0.1 is an **experimental** model based on Ministral-3B-Instruct with the Pixtral vision encoder, exploring the Mistral architecture for document retrieval.
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+
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+ > ⚠️ **Note**: This is an experimental release. For production use, we recommend ColQwen3 or ColLFM2 models.
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+
45
+ <p align="center">
46
+ <img src="https://raw.githubusercontent.com/VAGOsolutions/sauerkrautlm-colpali/main/assets/benchmark_128dim_v1.png" alt="ViDoRe v1 Benchmark - 128-dim Models" width="100%"/>
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+ </p>
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+
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+ ## 🎯 Why Visual Document Retrieval?
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+
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+ Traditional OCR-based retrieval **loses layout, tables, and visual context**. Our visual approach:
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+ - ✅ **No OCR errors** - Direct visual understanding
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+ - ✅ **Layout-aware** - Understands tables, forms, charts
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+ - ✅ **End-to-end** - Single model, no pipeline complexity
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+
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+ ## 📊 Benchmark Results
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+
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+ | Benchmark | Score | Rank (128-dim) |
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+ |-----------|-------|----------------|
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+ | ViDoRe v1 | 81.98 | - |
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+ | MTEB v1+v2 | 71.93 | - |
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+ | ViDoRe v3 | 40.50 | #11 |
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+
64
+ ### Large Category Comparison (3-5B, 128-dim)
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+
66
+ | Model | Params | Dim | ViDoRe v1 | MTEB v1+v2 | ViDoRe v3 |
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+ |-------|--------|-----|-----------|------------|-----------|
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+ | SauerkrautLM-ColQwen3-4b-v0.1 ⭐ | 4.0B | 128 | **90.80** | 81.97 | 56.03 |
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+ | EvoQwen2.5-VL-Retriever-3B-v1 | 3.0B | 128 | 90.67 | **82.76** | - |
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+ | colnomic-embed-multimodal-3b | 3.0B | 128 | 89.86 | 80.09 | **56.40** |
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+ | **SauerkrautLM-ColMinistral3-3b-v0.1** | 3.0B | 128 | 81.98 | 71.93 | 40.50 |
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+
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+ ### vs. ColPali Baseline
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+
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+ | Model | Params | ViDoRe v1 |
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+ |-------|--------|-----------|
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+ | **ColMinistral3-3b** | 3.0B | 81.98 |
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+ | colpali-v1.1 | 2.9B | 81.61 |
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+
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+ *Slightly better than ColPali-v1.1 baseline.*
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+
82
+ ## 📋 Summary Tables
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+
84
+ ### 128-dim Models Comparison
85
+ <p align="center">
86
+ <img src="https://raw.githubusercontent.com/VAGOsolutions/sauerkrautlm-colpali/main/assets/table_summary_128dim.png" alt="128-dim Models Summary" width="100%"/>
87
+ </p>
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+
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+ ### Comparison vs High-dim Models
90
+ <p align="center">
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+ <img src="https://raw.githubusercontent.com/VAGOsolutions/sauerkrautlm-colpali/main/assets/table_summary_highdim_comparison.png" alt="High-dim Comparison" width="100%"/>
92
+ </p>
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+
94
+ ## ✨ Key Features
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+
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+ - **🔬 Novel Architecture**: First ColPali-style model based on Ministral/Pixtral
97
+ - **📷 Pixtral Vision**: Uses Mistral's Pixtral vision encoder
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+ - **⚡ 128-dim Embeddings**: Compact embedding space
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+ - **🌍 Multilingual**: 6 languages (EN, DE, FR, ES, IT, PT)
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+
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+ ## Model Details
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+
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+ | Property | Value |
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+ |----------|-------|
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+ | **Base Model** | [mistralai/Ministral-3B-Instruct](https://huggingface.co/mistralai/Ministral-3B-Instruct) |
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+ | **Vision Encoder** | Pixtral |
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+ | **Parameters** | 3.0B |
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+ | **Embedding Dimension** | 128 |
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+ | **VRAM (bfloat16)** | ~6 GB |
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+ | **Max Context Length** | 262,144 tokens |
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+ | **License** | Apache 2.0 |
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+
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+ ## Training
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+
115
+ ### Hardware & Configuration
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+
117
+ | Setting | Value |
118
+ |---------|-------|
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+ | **GPUs** | 4x NVIDIA RTX 6000 Ada (48GB) |
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+ | **Effective Batch Size** | 256 |
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+ | **Precision** | bfloat16 |
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+
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+ ### Datasets
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+
125
+ | Dataset | Type | Description |
126
+ |---------|------|-------------|
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+ | [vidore/colpali_train_set](https://huggingface.co/datasets/vidore/colpali_train_set) | Public | ColPali training data |
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+ | [openbmb/VisRAG-Ret-Train-In-domain-data](https://huggingface.co/datasets/openbmb/VisRAG-Ret-Train-In-domain-data) | Public | Visual RAG training data |
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+ | [llamaindex/vdr-multilingual-train](https://huggingface.co/datasets/llamaindex/vdr-multilingual-train) | Public | Multilingual retrieval |
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+ | VAGO Multilingual Dataset 1 | **In-house** | Proprietary multilingual document-query pairs |
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+ | VAGO Multilingual Dataset 2 | **In-house** | Proprietary multilingual document-query pairs |
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+
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+ ## Installation & Usage
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+
135
+ > ⚠️ **Important**: Install our package first (requires transformers 5.0.0+):
136
+
137
+ ```bash
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+ pip install "sauerkrautlm-colpali[ministral]"
139
+ # Or: pip install git+https://github.com/VAGOsolutions/sauerkrautlm-colpali && pip install transformers>=5.0.0rc0
140
+ ```
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+
142
+ ## Usage
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+
144
+ ```python
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+ import torch
146
+ from PIL import Image
147
+ from sauerkrautlm_colpali.models import ColMinistral3, ColMinistral3Processor
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+
149
+ model_name = "VAGOsolutions/SauerkrautLM-ColMinistral3-3b-v0.1"
150
+
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+ model = ColMinistral3.from_pretrained(model_name)
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+ model = model.to(dtype=torch.bfloat16, device="cuda:0").eval()
153
+
154
+ processor = ColMinistral3Processor.from_pretrained(model_name)
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+
156
+ images = [Image.open("document.png")]
157
+ queries = ["What is the main topic?"]
158
+
159
+ batch_images = processor.process_images(images).to(model.device)
160
+ batch_queries = processor.process_queries(queries).to(model.device)
161
+
162
+ with torch.no_grad():
163
+ image_embeddings = model(**batch_images)
164
+ query_embeddings = model(**batch_queries)
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+
166
+ scores = processor.score(query_embeddings, image_embeddings)
167
+ ```
168
+
169
+ ## When to Use This Model
170
+
171
+ ✅ **Consider when:**
172
+ - You need a Mistral-based architecture
173
+ - Exploring alternative vision encoders
174
+ - Research and experimentation
175
+
176
+ ❌ **Use ColQwen3 instead when:**
177
+ - Maximum performance required
178
+ - Production deployment
179
+
180
+ ## Experimental Status
181
+
182
+ This model represents architecture exploration. Key findings:
183
+ - Pixtral Vision Encoder works for document understanding
184
+ - Ministral backbone capable but not as optimized for retrieval as Qwen3-VL
185
+ - Future work: investigating larger Ministral variants
186
+
187
+ ## 📊 Additional Benchmark Visualizations
188
+
189
+ ### MTEB v1+v2 Benchmark (128-dim Models)
190
+ <p align="center">
191
+ <img src="https://raw.githubusercontent.com/VAGOsolutions/sauerkrautlm-colpali/main/assets/benchmark_128dim_v1v2.png" alt="MTEB v1+v2 Benchmark - 128-dim Models" width="100%"/>
192
+ </p>
193
+
194
+ ### ViDoRe v3 Benchmark (128-dim Models)
195
+ <p align="center">
196
+ <img src="https://raw.githubusercontent.com/VAGOsolutions/sauerkrautlm-colpali/main/assets/benchmark_128dim_v3.png" alt="ViDoRe v3 Benchmark - 128-dim Models" width="100%"/>
197
+ </p>
198
+
199
+ ### Our Models vs High-dim Models
200
+ <p align="center">
201
+ <img src="https://raw.githubusercontent.com/VAGOsolutions/sauerkrautlm-colpali/main/assets/benchmark_ours_vs_highdim_v1.png" alt="ViDoRe v1 - Our Models vs High-dim" width="100%"/>
202
+ </p>
203
+
204
+ ## Citation
205
+
206
+ ```bibtex
207
+ @misc{sauerkrautlm-colpali-2025,
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+ title={SauerkrautLM-ColPali: Multi-Vector Vision Retrieval Models},
209
+ author={David Golchinfar},
210
+ organization={VAGO Solutions},
211
+ year={2025},
212
+ url={https://github.com/VAGOsolutions/sauerkrautlm-colpali}
213
+ }
214
+ ```
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+
216
+ ## Contact
217
+
218
+ - **VAGO Solutions**: [https://vago-solutions.ai](https://vago-solutions.ai)
219
+ - **GitHub**: [https://github.com/VAGOsolutions](https://github.com/VAGOsolutions)
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+ {#- Default system message if no system prompt is passed. #}
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+ {%- set default_system_message = '# HOW YOU SHOULD THINK AND ANSWER\n\nFirst draft your thinking process (inner monologue) until you arrive at a response. Format your response using Markdown, and use LaTeX for any mathematical equations. Write both your thoughts and the response in the same language as the input.\n\nYour thinking process must follow the template below:[THINK]Your thoughts or/and draft, like working through an exercise on scratch paper. Be as casual and as long as you want until you are confident to generate the response to the user.[/THINK]Here, provide a self-contained response.' %}
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+
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+ {#- Begin of sequence token. #}
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+ {{- bos_token }}
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+
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+ {#- Handle system prompt if it exists. #}
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+ {#- System prompt supports text content or text and thinking chunks. #}
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+ {%- if messages[0]['role'] == 'system' %}
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+ {{- '[SYSTEM_PROMPT]' -}}
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+ {%- if messages[0]['content'] is string %}
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+ {{- messages[0]['content'] -}}
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+ {%- else %}
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+ {%- for block in messages[0]['content'] %}
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+ {%- if block['type'] == 'text' %}
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+ {{- block['text'] }}
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+ {%- elif block['type'] == 'thinking' %}
18
+ {{- '[THINK]' + block['thinking'] + '[/THINK]' }}
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+ {%- else %}
20
+ {{- raise_exception('Only text and thinking chunks are supported in system message contents.') }}
21
+ {%- endif %}
22
+ {%- endfor %}
23
+ {%- endif %}
24
+ {{- '[/SYSTEM_PROMPT]' -}}
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+ {%- set loop_messages = messages[1:] %}
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+ {%- else %}
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+ {%- set loop_messages = messages %}
28
+ {%- if default_system_message != '' %}
29
+ {{- '[SYSTEM_PROMPT]' + default_system_message + '[/SYSTEM_PROMPT]' }}
30
+ {%- endif %}
31
+ {%- endif %}
32
+
33
+
34
+ {#- Tools definition #}
35
+ {%- set tools_definition = '' %}
36
+ {%- set has_tools = false %}
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+ {%- if tools is defined and tools is not none and tools|length > 0 %}
38
+ {%- set has_tools = true %}
39
+ {%- set tools_definition = '[AVAILABLE_TOOLS]' + (tools| tojson) + '[/AVAILABLE_TOOLS]' %}
40
+ {{- tools_definition }}
41
+ {%- endif %}
42
+
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+ {#- Checks for alternating user/assistant messages. #}
44
+ {%- set ns = namespace(index=0) %}
45
+ {%- for message in loop_messages %}
46
+ {%- if message.role == 'user' or (message.role == 'assistant' and (message.tool_calls is not defined or message.tool_calls is none or message.tool_calls | length == 0)) %}
47
+ {%- if (message['role'] == 'user') != (ns.index % 2 == 0) %}
48
+ {{- raise_exception('After the optional system message, conversation roles must alternate user and assistant roles except for tool calls and results.') }}
49
+ {%- endif %}
50
+ {%- set ns.index = ns.index + 1 %}
51
+ {%- endif %}
52
+ {%- endfor %}
53
+
54
+ {#- Handle conversation messages. #}
55
+ {%- for message in loop_messages %}
56
+
57
+ {#- User messages supports text content or text and image chunks. #}
58
+ {%- if message['role'] == 'user' %}
59
+ {%- if message['content'] is string %}
60
+ {{- '[INST]' + message['content'] + '[/INST]' }}
61
+ {%- elif message['content'] | length > 0 %}
62
+ {{- '[INST]' }}
63
+ {%- if message['content'] | length == 2 %}
64
+ {%- set blocks = message['content'] | sort(attribute='type') %}
65
+ {%- else %}
66
+ {%- set blocks = message['content'] %}
67
+ {%- endif %}
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+ {%- for block in blocks %}
69
+ {%- if block['type'] == 'text' %}
70
+ {{- block['text'] }}
71
+ {%- elif block['type'] in ['image', 'image_url'] %}
72
+ {{- '[IMG]' }}
73
+ {%- else %}
74
+ {{- raise_exception('Only text, image and image_url chunks are supported in user message content.') }}
75
+ {%- endif %}
76
+ {%- endfor %}
77
+ {{- '[/INST]' }}
78
+ {%- else %}
79
+ {{- raise_exception('User message must have a string or a list of chunks in content') }}
80
+ {%- endif %}
81
+
82
+ {#- Assistant messages supports text content or text, image and thinking chunks. #}
83
+ {%- elif message['role'] == 'assistant' %}
84
+ {%- if (message['content'] is none or message['content'] == '' or message['content']|length == 0) and (message['tool_calls'] is not defined or message['tool_calls'] is none or message['tool_calls']|length == 0) %}
85
+ {{- raise_exception('Assistant message must have a string or a list of chunks in content or a list of tool calls.') }}
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+ {%- endif %}
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+
88
+ {%- if message['content'] is string and message['content'] != '' %}
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+ {{- message['content'] }}
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+ {%- elif message['content'] | length > 0 %}
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+ {%- for block in message['content'] %}
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+ {%- if block['type'] == 'text' %}
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+ {{- block['text'] }}
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+ {%- elif block['type'] == 'thinking' %}
95
+ {{- '[THINK]' + block['thinking'] + '[/THINK]' }}
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+ {%- else %}
97
+ {{- raise_exception('Only text and thinking chunks are supported in assistant message contents.') }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- endif %}
101
+
102
+ {%- if message['tool_calls'] is defined and message['tool_calls'] is not none and message['tool_calls']|length > 0 %}
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+ {%- for tool in message['tool_calls'] %}
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+ {{- '[TOOL_CALLS]' }}
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+ {%- set name = tool['function']['name'] %}
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+ {%- set arguments = tool['function']['arguments'] %}
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+ {%- if arguments is not string %}
108
+ {%- set arguments = arguments|tojson|safe %}
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+ {%- elif arguments == '' %}
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+ {%- set arguments = '{}' %}
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+ {%- endif %}
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+ {{- name + '[ARGS]' + arguments }}
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+ {%- endfor %}
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+ {%- endif %}
115
+
116
+ {{- eos_token }}
117
+
118
+ {#- Tool messages only supports text content. #}
119
+ {%- elif message['role'] == 'tool' %}
120
+ {{- '[TOOL_RESULTS]' + message['content']|string + '[/TOOL_RESULTS]' }}
121
+
122
+ {#- Raise exception for unsupported roles. #}
123
+ {%- else %}
124
+ {{- raise_exception('Only user, assistant and tool roles are supported, got ' + message['role'] + '.') }}
125
+ {%- endif %}
126
+ {%- endfor %}
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+ {
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+ "ColMinistral3"
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+ "use_cache": true,
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+ "dim": 128,
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+ "mask_non_image_embeddings": false,
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+ "_name_or_path": "VAGOsolutions/SauerkrautLM-ColMinistral3-3b-v0.1"
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+ }
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+ "<SPECIAL_455>",
462
+ "<SPECIAL_456>",
463
+ "<SPECIAL_457>",
464
+ "<SPECIAL_458>",
465
+ "<SPECIAL_459>",
466
+ "<SPECIAL_460>",
467
+ "<SPECIAL_461>",
468
+ "<SPECIAL_462>",
469
+ "<SPECIAL_463>",
470
+ "<SPECIAL_464>",
471
+ "<SPECIAL_465>",
472
+ "<SPECIAL_466>",
473
+ "<SPECIAL_467>",
474
+ "<SPECIAL_468>",
475
+ "<SPECIAL_469>",
476
+ "<SPECIAL_470>",
477
+ "<SPECIAL_471>",
478
+ "<SPECIAL_472>",
479
+ "<SPECIAL_473>",
480
+ "<SPECIAL_474>",
481
+ "<SPECIAL_475>",
482
+ "<SPECIAL_476>",
483
+ "<SPECIAL_477>",
484
+ "<SPECIAL_478>",
485
+ "<SPECIAL_479>",
486
+ "<SPECIAL_480>",
487
+ "<SPECIAL_481>",
488
+ "<SPECIAL_482>",
489
+ "<SPECIAL_483>",
490
+ "<SPECIAL_484>",
491
+ "<SPECIAL_485>",
492
+ "<SPECIAL_486>",
493
+ "<SPECIAL_487>",
494
+ "<SPECIAL_488>",
495
+ "<SPECIAL_489>",
496
+ "<SPECIAL_490>",
497
+ "<SPECIAL_491>",
498
+ "<SPECIAL_492>",
499
+ "<SPECIAL_493>",
500
+ "<SPECIAL_494>",
501
+ "<SPECIAL_495>",
502
+ "<SPECIAL_496>",
503
+ "<SPECIAL_497>",
504
+ "<SPECIAL_498>",
505
+ "<SPECIAL_499>",
506
+ "<SPECIAL_500>",
507
+ "<SPECIAL_501>",
508
+ "<SPECIAL_502>",
509
+ "<SPECIAL_503>",
510
+ "<SPECIAL_504>",
511
+ "<SPECIAL_505>",
512
+ "<SPECIAL_506>",
513
+ "<SPECIAL_507>",
514
+ "<SPECIAL_508>",
515
+ "<SPECIAL_509>",
516
+ "<SPECIAL_510>",
517
+ "<SPECIAL_511>",
518
+ "<SPECIAL_512>",
519
+ "<SPECIAL_513>",
520
+ "<SPECIAL_514>",
521
+ "<SPECIAL_515>",
522
+ "<SPECIAL_516>",
523
+ "<SPECIAL_517>",
524
+ "<SPECIAL_518>",
525
+ "<SPECIAL_519>",
526
+ "<SPECIAL_520>",
527
+ "<SPECIAL_521>",
528
+ "<SPECIAL_522>",
529
+ "<SPECIAL_523>",
530
+ "<SPECIAL_524>",
531
+ "<SPECIAL_525>",
532
+ "<SPECIAL_526>",
533
+ "<SPECIAL_527>",
534
+ "<SPECIAL_528>",
535
+ "<SPECIAL_529>",
536
+ "<SPECIAL_530>",
537
+ "<SPECIAL_531>",
538
+ "<SPECIAL_532>",
539
+ "<SPECIAL_533>",
540
+ "<SPECIAL_534>",
541
+ "<SPECIAL_535>",
542
+ "<SPECIAL_536>",
543
+ "<SPECIAL_537>",
544
+ "<SPECIAL_538>",
545
+ "<SPECIAL_539>",
546
+ "<SPECIAL_540>",
547
+ "<SPECIAL_541>",
548
+ "<SPECIAL_542>",
549
+ "<SPECIAL_543>",
550
+ "<SPECIAL_544>",
551
+ "<SPECIAL_545>",
552
+ "<SPECIAL_546>",
553
+ "<SPECIAL_547>",
554
+ "<SPECIAL_548>",
555
+ "<SPECIAL_549>",
556
+ "<SPECIAL_550>",
557
+ "<SPECIAL_551>",
558
+ "<SPECIAL_552>",
559
+ "<SPECIAL_553>",
560
+ "<SPECIAL_554>",
561
+ "<SPECIAL_555>",
562
+ "<SPECIAL_556>",
563
+ "<SPECIAL_557>",
564
+ "<SPECIAL_558>",
565
+ "<SPECIAL_559>",
566
+ "<SPECIAL_560>",
567
+ "<SPECIAL_561>",
568
+ "<SPECIAL_562>",
569
+ "<SPECIAL_563>",
570
+ "<SPECIAL_564>",
571
+ "<SPECIAL_565>",
572
+ "<SPECIAL_566>",
573
+ "<SPECIAL_567>",
574
+ "<SPECIAL_568>",
575
+ "<SPECIAL_569>",
576
+ "<SPECIAL_570>",
577
+ "<SPECIAL_571>",
578
+ "<SPECIAL_572>",
579
+ "<SPECIAL_573>",
580
+ "<SPECIAL_574>",
581
+ "<SPECIAL_575>",
582
+ "<SPECIAL_576>",
583
+ "<SPECIAL_577>",
584
+ "<SPECIAL_578>",
585
+ "<SPECIAL_579>",
586
+ "<SPECIAL_580>",
587
+ "<SPECIAL_581>",
588
+ "<SPECIAL_582>",
589
+ "<SPECIAL_583>",
590
+ "<SPECIAL_584>",
591
+ "<SPECIAL_585>",
592
+ "<SPECIAL_586>",
593
+ "<SPECIAL_587>",
594
+ "<SPECIAL_588>",
595
+ "<SPECIAL_589>",
596
+ "<SPECIAL_590>",
597
+ "<SPECIAL_591>",
598
+ "<SPECIAL_592>",
599
+ "<SPECIAL_593>",
600
+ "<SPECIAL_594>",
601
+ "<SPECIAL_595>",
602
+ "<SPECIAL_596>",
603
+ "<SPECIAL_597>",
604
+ "<SPECIAL_598>",
605
+ "<SPECIAL_599>",
606
+ "<SPECIAL_600>",
607
+ "<SPECIAL_601>",
608
+ "<SPECIAL_602>",
609
+ "<SPECIAL_603>",
610
+ "<SPECIAL_604>",
611
+ "<SPECIAL_605>",
612
+ "<SPECIAL_606>",
613
+ "<SPECIAL_607>",
614
+ "<SPECIAL_608>",
615
+ "<SPECIAL_609>",
616
+ "<SPECIAL_610>",
617
+ "<SPECIAL_611>",
618
+ "<SPECIAL_612>",
619
+ "<SPECIAL_613>",
620
+ "<SPECIAL_614>",
621
+ "<SPECIAL_615>",
622
+ "<SPECIAL_616>",
623
+ "<SPECIAL_617>",
624
+ "<SPECIAL_618>",
625
+ "<SPECIAL_619>",
626
+ "<SPECIAL_620>",
627
+ "<SPECIAL_621>",
628
+ "<SPECIAL_622>",
629
+ "<SPECIAL_623>",
630
+ "<SPECIAL_624>",
631
+ "<SPECIAL_625>",
632
+ "<SPECIAL_626>",
633
+ "<SPECIAL_627>",
634
+ "<SPECIAL_628>",
635
+ "<SPECIAL_629>",
636
+ "<SPECIAL_630>",
637
+ "<SPECIAL_631>",
638
+ "<SPECIAL_632>",
639
+ "<SPECIAL_633>",
640
+ "<SPECIAL_634>",
641
+ "<SPECIAL_635>",
642
+ "<SPECIAL_636>",
643
+ "<SPECIAL_637>",
644
+ "<SPECIAL_638>",
645
+ "<SPECIAL_639>",
646
+ "<SPECIAL_640>",
647
+ "<SPECIAL_641>",
648
+ "<SPECIAL_642>",
649
+ "<SPECIAL_643>",
650
+ "<SPECIAL_644>",
651
+ "<SPECIAL_645>",
652
+ "<SPECIAL_646>",
653
+ "<SPECIAL_647>",
654
+ "<SPECIAL_648>",
655
+ "<SPECIAL_649>",
656
+ "<SPECIAL_650>",
657
+ "<SPECIAL_651>",
658
+ "<SPECIAL_652>",
659
+ "<SPECIAL_653>",
660
+ "<SPECIAL_654>",
661
+ "<SPECIAL_655>",
662
+ "<SPECIAL_656>",
663
+ "<SPECIAL_657>",
664
+ "<SPECIAL_658>",
665
+ "<SPECIAL_659>",
666
+ "<SPECIAL_660>",
667
+ "<SPECIAL_661>",
668
+ "<SPECIAL_662>",
669
+ "<SPECIAL_663>",
670
+ "<SPECIAL_664>",
671
+ "<SPECIAL_665>",
672
+ "<SPECIAL_666>",
673
+ "<SPECIAL_667>",
674
+ "<SPECIAL_668>",
675
+ "<SPECIAL_669>",
676
+ "<SPECIAL_670>",
677
+ "<SPECIAL_671>",
678
+ "<SPECIAL_672>",
679
+ "<SPECIAL_673>",
680
+ "<SPECIAL_674>",
681
+ "<SPECIAL_675>",
682
+ "<SPECIAL_676>",
683
+ "<SPECIAL_677>",
684
+ "<SPECIAL_678>",
685
+ "<SPECIAL_679>",
686
+ "<SPECIAL_680>",
687
+ "<SPECIAL_681>",
688
+ "<SPECIAL_682>",
689
+ "<SPECIAL_683>",
690
+ "<SPECIAL_684>",
691
+ "<SPECIAL_685>",
692
+ "<SPECIAL_686>",
693
+ "<SPECIAL_687>",
694
+ "<SPECIAL_688>",
695
+ "<SPECIAL_689>",
696
+ "<SPECIAL_690>",
697
+ "<SPECIAL_691>",
698
+ "<SPECIAL_692>",
699
+ "<SPECIAL_693>",
700
+ "<SPECIAL_694>",
701
+ "<SPECIAL_695>",
702
+ "<SPECIAL_696>",
703
+ "<SPECIAL_697>",
704
+ "<SPECIAL_698>",
705
+ "<SPECIAL_699>",
706
+ "<SPECIAL_700>",
707
+ "<SPECIAL_701>",
708
+ "<SPECIAL_702>",
709
+ "<SPECIAL_703>",
710
+ "<SPECIAL_704>",
711
+ "<SPECIAL_705>",
712
+ "<SPECIAL_706>",
713
+ "<SPECIAL_707>",
714
+ "<SPECIAL_708>",
715
+ "<SPECIAL_709>",
716
+ "<SPECIAL_710>",
717
+ "<SPECIAL_711>",
718
+ "<SPECIAL_712>",
719
+ "<SPECIAL_713>",
720
+ "<SPECIAL_714>",
721
+ "<SPECIAL_715>",
722
+ "<SPECIAL_716>",
723
+ "<SPECIAL_717>",
724
+ "<SPECIAL_718>",
725
+ "<SPECIAL_719>",
726
+ "<SPECIAL_720>",
727
+ "<SPECIAL_721>",
728
+ "<SPECIAL_722>",
729
+ "<SPECIAL_723>",
730
+ "<SPECIAL_724>",
731
+ "<SPECIAL_725>",
732
+ "<SPECIAL_726>",
733
+ "<SPECIAL_727>",
734
+ "<SPECIAL_728>",
735
+ "<SPECIAL_729>",
736
+ "<SPECIAL_730>",
737
+ "<SPECIAL_731>",
738
+ "<SPECIAL_732>",
739
+ "<SPECIAL_733>",
740
+ "<SPECIAL_734>",
741
+ "<SPECIAL_735>",
742
+ "<SPECIAL_736>",
743
+ "<SPECIAL_737>",
744
+ "<SPECIAL_738>",
745
+ "<SPECIAL_739>",
746
+ "<SPECIAL_740>",
747
+ "<SPECIAL_741>",
748
+ "<SPECIAL_742>",
749
+ "<SPECIAL_743>",
750
+ "<SPECIAL_744>",
751
+ "<SPECIAL_745>",
752
+ "<SPECIAL_746>",
753
+ "<SPECIAL_747>",
754
+ "<SPECIAL_748>",
755
+ "<SPECIAL_749>",
756
+ "<SPECIAL_750>",
757
+ "<SPECIAL_751>",
758
+ "<SPECIAL_752>",
759
+ "<SPECIAL_753>",
760
+ "<SPECIAL_754>",
761
+ "<SPECIAL_755>",
762
+ "<SPECIAL_756>",
763
+ "<SPECIAL_757>",
764
+ "<SPECIAL_758>",
765
+ "<SPECIAL_759>",
766
+ "<SPECIAL_760>",
767
+ "<SPECIAL_761>",
768
+ "<SPECIAL_762>",
769
+ "<SPECIAL_763>",
770
+ "<SPECIAL_764>",
771
+ "<SPECIAL_765>",
772
+ "<SPECIAL_766>",
773
+ "<SPECIAL_767>",
774
+ "<SPECIAL_768>",
775
+ "<SPECIAL_769>",
776
+ "<SPECIAL_770>",
777
+ "<SPECIAL_771>",
778
+ "<SPECIAL_772>",
779
+ "<SPECIAL_773>",
780
+ "<SPECIAL_774>",
781
+ "<SPECIAL_775>",
782
+ "<SPECIAL_776>",
783
+ "<SPECIAL_777>",
784
+ "<SPECIAL_778>",
785
+ "<SPECIAL_779>",
786
+ "<SPECIAL_780>",
787
+ "<SPECIAL_781>",
788
+ "<SPECIAL_782>",
789
+ "<SPECIAL_783>",
790
+ "<SPECIAL_784>",
791
+ "<SPECIAL_785>",
792
+ "<SPECIAL_786>",
793
+ "<SPECIAL_787>",
794
+ "<SPECIAL_788>",
795
+ "<SPECIAL_789>",
796
+ "<SPECIAL_790>",
797
+ "<SPECIAL_791>",
798
+ "<SPECIAL_792>",
799
+ "<SPECIAL_793>",
800
+ "<SPECIAL_794>",
801
+ "<SPECIAL_795>",
802
+ "<SPECIAL_796>",
803
+ "<SPECIAL_797>",
804
+ "<SPECIAL_798>",
805
+ "<SPECIAL_799>",
806
+ "<SPECIAL_800>",
807
+ "<SPECIAL_801>",
808
+ "<SPECIAL_802>",
809
+ "<SPECIAL_803>",
810
+ "<SPECIAL_804>",
811
+ "<SPECIAL_805>",
812
+ "<SPECIAL_806>",
813
+ "<SPECIAL_807>",
814
+ "<SPECIAL_808>",
815
+ "<SPECIAL_809>",
816
+ "<SPECIAL_810>",
817
+ "<SPECIAL_811>",
818
+ "<SPECIAL_812>",
819
+ "<SPECIAL_813>",
820
+ "<SPECIAL_814>",
821
+ "<SPECIAL_815>",
822
+ "<SPECIAL_816>",
823
+ "<SPECIAL_817>",
824
+ "<SPECIAL_818>",
825
+ "<SPECIAL_819>",
826
+ "<SPECIAL_820>",
827
+ "<SPECIAL_821>",
828
+ "<SPECIAL_822>",
829
+ "<SPECIAL_823>",
830
+ "<SPECIAL_824>",
831
+ "<SPECIAL_825>",
832
+ "<SPECIAL_826>",
833
+ "<SPECIAL_827>",
834
+ "<SPECIAL_828>",
835
+ "<SPECIAL_829>",
836
+ "<SPECIAL_830>",
837
+ "<SPECIAL_831>",
838
+ "<SPECIAL_832>",
839
+ "<SPECIAL_833>",
840
+ "<SPECIAL_834>",
841
+ "<SPECIAL_835>",
842
+ "<SPECIAL_836>",
843
+ "<SPECIAL_837>",
844
+ "<SPECIAL_838>",
845
+ "<SPECIAL_839>",
846
+ "<SPECIAL_840>",
847
+ "<SPECIAL_841>",
848
+ "<SPECIAL_842>",
849
+ "<SPECIAL_843>",
850
+ "<SPECIAL_844>",
851
+ "<SPECIAL_845>",
852
+ "<SPECIAL_846>",
853
+ "<SPECIAL_847>",
854
+ "<SPECIAL_848>",
855
+ "<SPECIAL_849>",
856
+ "<SPECIAL_850>",
857
+ "<SPECIAL_851>",
858
+ "<SPECIAL_852>",
859
+ "<SPECIAL_853>",
860
+ "<SPECIAL_854>",
861
+ "<SPECIAL_855>",
862
+ "<SPECIAL_856>",
863
+ "<SPECIAL_857>",
864
+ "<SPECIAL_858>",
865
+ "<SPECIAL_859>",
866
+ "<SPECIAL_860>",
867
+ "<SPECIAL_861>",
868
+ "<SPECIAL_862>",
869
+ "<SPECIAL_863>",
870
+ "<SPECIAL_864>",
871
+ "<SPECIAL_865>",
872
+ "<SPECIAL_866>",
873
+ "<SPECIAL_867>",
874
+ "<SPECIAL_868>",
875
+ "<SPECIAL_869>",
876
+ "<SPECIAL_870>",
877
+ "<SPECIAL_871>",
878
+ "<SPECIAL_872>",
879
+ "<SPECIAL_873>",
880
+ "<SPECIAL_874>",
881
+ "<SPECIAL_875>",
882
+ "<SPECIAL_876>",
883
+ "<SPECIAL_877>",
884
+ "<SPECIAL_878>",
885
+ "<SPECIAL_879>",
886
+ "<SPECIAL_880>",
887
+ "<SPECIAL_881>",
888
+ "<SPECIAL_882>",
889
+ "<SPECIAL_883>",
890
+ "<SPECIAL_884>",
891
+ "<SPECIAL_885>",
892
+ "<SPECIAL_886>",
893
+ "<SPECIAL_887>",
894
+ "<SPECIAL_888>",
895
+ "<SPECIAL_889>",
896
+ "<SPECIAL_890>",
897
+ "<SPECIAL_891>",
898
+ "<SPECIAL_892>",
899
+ "<SPECIAL_893>",
900
+ "<SPECIAL_894>",
901
+ "<SPECIAL_895>",
902
+ "<SPECIAL_896>",
903
+ "<SPECIAL_897>",
904
+ "<SPECIAL_898>",
905
+ "<SPECIAL_899>",
906
+ "<SPECIAL_900>",
907
+ "<SPECIAL_901>",
908
+ "<SPECIAL_902>",
909
+ "<SPECIAL_903>",
910
+ "<SPECIAL_904>",
911
+ "<SPECIAL_905>",
912
+ "<SPECIAL_906>",
913
+ "<SPECIAL_907>",
914
+ "<SPECIAL_908>",
915
+ "<SPECIAL_909>",
916
+ "<SPECIAL_910>",
917
+ "<SPECIAL_911>",
918
+ "<SPECIAL_912>",
919
+ "<SPECIAL_913>",
920
+ "<SPECIAL_914>",
921
+ "<SPECIAL_915>",
922
+ "<SPECIAL_916>",
923
+ "<SPECIAL_917>",
924
+ "<SPECIAL_918>",
925
+ "<SPECIAL_919>",
926
+ "<SPECIAL_920>",
927
+ "<SPECIAL_921>",
928
+ "<SPECIAL_922>",
929
+ "<SPECIAL_923>",
930
+ "<SPECIAL_924>",
931
+ "<SPECIAL_925>",
932
+ "<SPECIAL_926>",
933
+ "<SPECIAL_927>",
934
+ "<SPECIAL_928>",
935
+ "<SPECIAL_929>",
936
+ "<SPECIAL_930>",
937
+ "<SPECIAL_931>",
938
+ "<SPECIAL_932>",
939
+ "<SPECIAL_933>",
940
+ "<SPECIAL_934>",
941
+ "<SPECIAL_935>",
942
+ "<SPECIAL_936>",
943
+ "<SPECIAL_937>",
944
+ "<SPECIAL_938>",
945
+ "<SPECIAL_939>",
946
+ "<SPECIAL_940>",
947
+ "<SPECIAL_941>",
948
+ "<SPECIAL_942>",
949
+ "<SPECIAL_943>",
950
+ "<SPECIAL_944>",
951
+ "<SPECIAL_945>",
952
+ "<SPECIAL_946>",
953
+ "<SPECIAL_947>",
954
+ "<SPECIAL_948>",
955
+ "<SPECIAL_949>",
956
+ "<SPECIAL_950>",
957
+ "<SPECIAL_951>",
958
+ "<SPECIAL_952>",
959
+ "<SPECIAL_953>",
960
+ "<SPECIAL_954>",
961
+ "<SPECIAL_955>",
962
+ "<SPECIAL_956>",
963
+ "<SPECIAL_957>",
964
+ "<SPECIAL_958>",
965
+ "<SPECIAL_959>",
966
+ "<SPECIAL_960>",
967
+ "<SPECIAL_961>",
968
+ "<SPECIAL_962>",
969
+ "<SPECIAL_963>",
970
+ "<SPECIAL_964>",
971
+ "<SPECIAL_965>",
972
+ "<SPECIAL_966>",
973
+ "<SPECIAL_967>",
974
+ "<SPECIAL_968>",
975
+ "<SPECIAL_969>",
976
+ "<SPECIAL_970>",
977
+ "<SPECIAL_971>",
978
+ "<SPECIAL_972>",
979
+ "<SPECIAL_973>",
980
+ "<SPECIAL_974>",
981
+ "<SPECIAL_975>",
982
+ "<SPECIAL_976>",
983
+ "<SPECIAL_977>",
984
+ "<SPECIAL_978>",
985
+ "<SPECIAL_979>",
986
+ "<SPECIAL_980>",
987
+ "<SPECIAL_981>",
988
+ "<SPECIAL_982>",
989
+ "<SPECIAL_983>",
990
+ "<SPECIAL_984>",
991
+ "<SPECIAL_985>",
992
+ "<SPECIAL_986>",
993
+ "<SPECIAL_987>",
994
+ "<SPECIAL_988>",
995
+ "<SPECIAL_989>",
996
+ "<SPECIAL_990>",
997
+ "<SPECIAL_991>",
998
+ "<SPECIAL_992>",
999
+ "<SPECIAL_993>",
1000
+ "<SPECIAL_994>",
1001
+ "<SPECIAL_995>",
1002
+ "<SPECIAL_996>",
1003
+ "<SPECIAL_997>",
1004
+ "<SPECIAL_998>",
1005
+ "<SPECIAL_999>"
1006
+ ],
1007
+ "backend": "tokenizers",
1008
+ "bos_token": "<s>",
1009
+ "clean_up_tokenization_spaces": false,
1010
+ "eos_token": "</s>",
1011
+ "extra_special_tokens": [
1012
+ "<unk>",
1013
+ "<s>",
1014
+ "</s>",
1015
+ "[INST]",
1016
+ "[/INST]",
1017
+ "[AVAILABLE_TOOLS]",
1018
+ "[/AVAILABLE_TOOLS]",
1019
+ "[TOOL_RESULTS]",
1020
+ "[/TOOL_RESULTS]",
1021
+ "[TOOL_CALLS]",
1022
+ "[IMG]",
1023
+ "<pad>",
1024
+ "[IMG_BREAK]",
1025
+ "[IMG_END]",
1026
+ "[PREFIX]",
1027
+ "[MIDDLE]",
1028
+ "[SUFFIX]",
1029
+ "[SYSTEM_PROMPT]",
1030
+ "[/SYSTEM_PROMPT]",
1031
+ "[TOOL_CONTENT]",
1032
+ "<SPECIAL_20>",
1033
+ "<SPECIAL_21>",
1034
+ "<SPECIAL_22>",
1035
+ "<SPECIAL_23>",
1036
+ "[AUDIO]",
1037
+ "[BEGIN_AUDIO]",
1038
+ "<SPECIAL_26>",
1039
+ "<SPECIAL_27>",
1040
+ "<SPECIAL_28>",
1041
+ "<SPECIAL_29>",
1042
+ "<SPECIAL_30>",
1043
+ "<SPECIAL_31>",
1044
+ "[ARGS]",
1045
+ "[CALL_ID]",
1046
+ "[THINK]",
1047
+ "[/THINK]",
1048
+ "<SPECIAL_36>",
1049
+ "<SPECIAL_37>",
1050
+ "<SPECIAL_38>",
1051
+ "<SPECIAL_39>",
1052
+ "<SPECIAL_40>",
1053
+ "<SPECIAL_41>",
1054
+ "<SPECIAL_42>",
1055
+ "<SPECIAL_43>",
1056
+ "<SPECIAL_44>",
1057
+ "<SPECIAL_45>",
1058
+ "<SPECIAL_46>",
1059
+ "<SPECIAL_47>",
1060
+ "<SPECIAL_48>",
1061
+ "<SPECIAL_49>",
1062
+ "<SPECIAL_50>",
1063
+ "<SPECIAL_51>",
1064
+ "<SPECIAL_52>",
1065
+ "<SPECIAL_53>",
1066
+ "<SPECIAL_54>",
1067
+ "<SPECIAL_55>",
1068
+ "<SPECIAL_56>",
1069
+ "<SPECIAL_57>",
1070
+ "<SPECIAL_58>",
1071
+ "<SPECIAL_59>",
1072
+ "<SPECIAL_60>",
1073
+ "<SPECIAL_61>",
1074
+ "<SPECIAL_62>",
1075
+ "<SPECIAL_63>",
1076
+ "<SPECIAL_64>",
1077
+ "<SPECIAL_65>",
1078
+ "<SPECIAL_66>",
1079
+ "<SPECIAL_67>",
1080
+ "<SPECIAL_68>",
1081
+ "<SPECIAL_69>",
1082
+ "<SPECIAL_70>",
1083
+ "<SPECIAL_71>",
1084
+ "<SPECIAL_72>",
1085
+ "<SPECIAL_73>",
1086
+ "<SPECIAL_74>",
1087
+ "<SPECIAL_75>",
1088
+ "<SPECIAL_76>",
1089
+ "<SPECIAL_77>",
1090
+ "<SPECIAL_78>",
1091
+ "<SPECIAL_79>",
1092
+ "<SPECIAL_80>",
1093
+ "<SPECIAL_81>",
1094
+ "<SPECIAL_82>",
1095
+ "<SPECIAL_83>",
1096
+ "<SPECIAL_84>",
1097
+ "<SPECIAL_85>",
1098
+ "<SPECIAL_86>",
1099
+ "<SPECIAL_87>",
1100
+ "<SPECIAL_88>",
1101
+ "<SPECIAL_89>",
1102
+ "<SPECIAL_90>",
1103
+ "<SPECIAL_91>",
1104
+ "<SPECIAL_92>",
1105
+ "<SPECIAL_93>",
1106
+ "<SPECIAL_94>",
1107
+ "<SPECIAL_95>",
1108
+ "<SPECIAL_96>",
1109
+ "<SPECIAL_97>",
1110
+ "<SPECIAL_98>",
1111
+ "<SPECIAL_99>",
1112
+ "<SPECIAL_100>",
1113
+ "<SPECIAL_101>",
1114
+ "<SPECIAL_102>",
1115
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+ "<SPECIAL_730>",
1743
+ "<SPECIAL_731>",
1744
+ "<SPECIAL_732>",
1745
+ "<SPECIAL_733>",
1746
+ "<SPECIAL_734>",
1747
+ "<SPECIAL_735>",
1748
+ "<SPECIAL_736>",
1749
+ "<SPECIAL_737>",
1750
+ "<SPECIAL_738>",
1751
+ "<SPECIAL_739>",
1752
+ "<SPECIAL_740>",
1753
+ "<SPECIAL_741>",
1754
+ "<SPECIAL_742>",
1755
+ "<SPECIAL_743>",
1756
+ "<SPECIAL_744>",
1757
+ "<SPECIAL_745>",
1758
+ "<SPECIAL_746>",
1759
+ "<SPECIAL_747>",
1760
+ "<SPECIAL_748>",
1761
+ "<SPECIAL_749>",
1762
+ "<SPECIAL_750>",
1763
+ "<SPECIAL_751>",
1764
+ "<SPECIAL_752>",
1765
+ "<SPECIAL_753>",
1766
+ "<SPECIAL_754>",
1767
+ "<SPECIAL_755>",
1768
+ "<SPECIAL_756>",
1769
+ "<SPECIAL_757>",
1770
+ "<SPECIAL_758>",
1771
+ "<SPECIAL_759>",
1772
+ "<SPECIAL_760>",
1773
+ "<SPECIAL_761>",
1774
+ "<SPECIAL_762>",
1775
+ "<SPECIAL_763>",
1776
+ "<SPECIAL_764>",
1777
+ "<SPECIAL_765>",
1778
+ "<SPECIAL_766>",
1779
+ "<SPECIAL_767>",
1780
+ "<SPECIAL_768>",
1781
+ "<SPECIAL_769>",
1782
+ "<SPECIAL_770>",
1783
+ "<SPECIAL_771>",
1784
+ "<SPECIAL_772>",
1785
+ "<SPECIAL_773>",
1786
+ "<SPECIAL_774>",
1787
+ "<SPECIAL_775>",
1788
+ "<SPECIAL_776>",
1789
+ "<SPECIAL_777>",
1790
+ "<SPECIAL_778>",
1791
+ "<SPECIAL_779>",
1792
+ "<SPECIAL_780>",
1793
+ "<SPECIAL_781>",
1794
+ "<SPECIAL_782>",
1795
+ "<SPECIAL_783>",
1796
+ "<SPECIAL_784>",
1797
+ "<SPECIAL_785>",
1798
+ "<SPECIAL_786>",
1799
+ "<SPECIAL_787>",
1800
+ "<SPECIAL_788>",
1801
+ "<SPECIAL_789>",
1802
+ "<SPECIAL_790>",
1803
+ "<SPECIAL_791>",
1804
+ "<SPECIAL_792>",
1805
+ "<SPECIAL_793>",
1806
+ "<SPECIAL_794>",
1807
+ "<SPECIAL_795>",
1808
+ "<SPECIAL_796>",
1809
+ "<SPECIAL_797>",
1810
+ "<SPECIAL_798>",
1811
+ "<SPECIAL_799>",
1812
+ "<SPECIAL_800>",
1813
+ "<SPECIAL_801>",
1814
+ "<SPECIAL_802>",
1815
+ "<SPECIAL_803>",
1816
+ "<SPECIAL_804>",
1817
+ "<SPECIAL_805>",
1818
+ "<SPECIAL_806>",
1819
+ "<SPECIAL_807>",
1820
+ "<SPECIAL_808>",
1821
+ "<SPECIAL_809>",
1822
+ "<SPECIAL_810>",
1823
+ "<SPECIAL_811>",
1824
+ "<SPECIAL_812>",
1825
+ "<SPECIAL_813>",
1826
+ "<SPECIAL_814>",
1827
+ "<SPECIAL_815>",
1828
+ "<SPECIAL_816>",
1829
+ "<SPECIAL_817>",
1830
+ "<SPECIAL_818>",
1831
+ "<SPECIAL_819>",
1832
+ "<SPECIAL_820>",
1833
+ "<SPECIAL_821>",
1834
+ "<SPECIAL_822>",
1835
+ "<SPECIAL_823>",
1836
+ "<SPECIAL_824>",
1837
+ "<SPECIAL_825>",
1838
+ "<SPECIAL_826>",
1839
+ "<SPECIAL_827>",
1840
+ "<SPECIAL_828>",
1841
+ "<SPECIAL_829>",
1842
+ "<SPECIAL_830>",
1843
+ "<SPECIAL_831>",
1844
+ "<SPECIAL_832>",
1845
+ "<SPECIAL_833>",
1846
+ "<SPECIAL_834>",
1847
+ "<SPECIAL_835>",
1848
+ "<SPECIAL_836>",
1849
+ "<SPECIAL_837>",
1850
+ "<SPECIAL_838>",
1851
+ "<SPECIAL_839>",
1852
+ "<SPECIAL_840>",
1853
+ "<SPECIAL_841>",
1854
+ "<SPECIAL_842>",
1855
+ "<SPECIAL_843>",
1856
+ "<SPECIAL_844>",
1857
+ "<SPECIAL_845>",
1858
+ "<SPECIAL_846>",
1859
+ "<SPECIAL_847>",
1860
+ "<SPECIAL_848>",
1861
+ "<SPECIAL_849>",
1862
+ "<SPECIAL_850>",
1863
+ "<SPECIAL_851>",
1864
+ "<SPECIAL_852>",
1865
+ "<SPECIAL_853>",
1866
+ "<SPECIAL_854>",
1867
+ "<SPECIAL_855>",
1868
+ "<SPECIAL_856>",
1869
+ "<SPECIAL_857>",
1870
+ "<SPECIAL_858>",
1871
+ "<SPECIAL_859>",
1872
+ "<SPECIAL_860>",
1873
+ "<SPECIAL_861>",
1874
+ "<SPECIAL_862>",
1875
+ "<SPECIAL_863>",
1876
+ "<SPECIAL_864>",
1877
+ "<SPECIAL_865>",
1878
+ "<SPECIAL_866>",
1879
+ "<SPECIAL_867>",
1880
+ "<SPECIAL_868>",
1881
+ "<SPECIAL_869>",
1882
+ "<SPECIAL_870>",
1883
+ "<SPECIAL_871>",
1884
+ "<SPECIAL_872>",
1885
+ "<SPECIAL_873>",
1886
+ "<SPECIAL_874>",
1887
+ "<SPECIAL_875>",
1888
+ "<SPECIAL_876>",
1889
+ "<SPECIAL_877>",
1890
+ "<SPECIAL_878>",
1891
+ "<SPECIAL_879>",
1892
+ "<SPECIAL_880>",
1893
+ "<SPECIAL_881>",
1894
+ "<SPECIAL_882>",
1895
+ "<SPECIAL_883>",
1896
+ "<SPECIAL_884>",
1897
+ "<SPECIAL_885>",
1898
+ "<SPECIAL_886>",
1899
+ "<SPECIAL_887>",
1900
+ "<SPECIAL_888>",
1901
+ "<SPECIAL_889>",
1902
+ "<SPECIAL_890>",
1903
+ "<SPECIAL_891>",
1904
+ "<SPECIAL_892>",
1905
+ "<SPECIAL_893>",
1906
+ "<SPECIAL_894>",
1907
+ "<SPECIAL_895>",
1908
+ "<SPECIAL_896>",
1909
+ "<SPECIAL_897>",
1910
+ "<SPECIAL_898>",
1911
+ "<SPECIAL_899>",
1912
+ "<SPECIAL_900>",
1913
+ "<SPECIAL_901>",
1914
+ "<SPECIAL_902>",
1915
+ "<SPECIAL_903>",
1916
+ "<SPECIAL_904>",
1917
+ "<SPECIAL_905>",
1918
+ "<SPECIAL_906>",
1919
+ "<SPECIAL_907>",
1920
+ "<SPECIAL_908>",
1921
+ "<SPECIAL_909>",
1922
+ "<SPECIAL_910>",
1923
+ "<SPECIAL_911>",
1924
+ "<SPECIAL_912>",
1925
+ "<SPECIAL_913>",
1926
+ "<SPECIAL_914>",
1927
+ "<SPECIAL_915>",
1928
+ "<SPECIAL_916>",
1929
+ "<SPECIAL_917>",
1930
+ "<SPECIAL_918>",
1931
+ "<SPECIAL_919>",
1932
+ "<SPECIAL_920>",
1933
+ "<SPECIAL_921>",
1934
+ "<SPECIAL_922>",
1935
+ "<SPECIAL_923>",
1936
+ "<SPECIAL_924>",
1937
+ "<SPECIAL_925>",
1938
+ "<SPECIAL_926>",
1939
+ "<SPECIAL_927>",
1940
+ "<SPECIAL_928>",
1941
+ "<SPECIAL_929>",
1942
+ "<SPECIAL_930>",
1943
+ "<SPECIAL_931>",
1944
+ "<SPECIAL_932>",
1945
+ "<SPECIAL_933>",
1946
+ "<SPECIAL_934>",
1947
+ "<SPECIAL_935>",
1948
+ "<SPECIAL_936>",
1949
+ "<SPECIAL_937>",
1950
+ "<SPECIAL_938>",
1951
+ "<SPECIAL_939>",
1952
+ "<SPECIAL_940>",
1953
+ "<SPECIAL_941>",
1954
+ "<SPECIAL_942>",
1955
+ "<SPECIAL_943>",
1956
+ "<SPECIAL_944>",
1957
+ "<SPECIAL_945>",
1958
+ "<SPECIAL_946>",
1959
+ "<SPECIAL_947>",
1960
+ "<SPECIAL_948>",
1961
+ "<SPECIAL_949>",
1962
+ "<SPECIAL_950>",
1963
+ "<SPECIAL_951>",
1964
+ "<SPECIAL_952>",
1965
+ "<SPECIAL_953>",
1966
+ "<SPECIAL_954>",
1967
+ "<SPECIAL_955>",
1968
+ "<SPECIAL_956>",
1969
+ "<SPECIAL_957>",
1970
+ "<SPECIAL_958>",
1971
+ "<SPECIAL_959>",
1972
+ "<SPECIAL_960>",
1973
+ "<SPECIAL_961>",
1974
+ "<SPECIAL_962>",
1975
+ "<SPECIAL_963>",
1976
+ "<SPECIAL_964>",
1977
+ "<SPECIAL_965>",
1978
+ "<SPECIAL_966>",
1979
+ "<SPECIAL_967>",
1980
+ "<SPECIAL_968>",
1981
+ "<SPECIAL_969>",
1982
+ "<SPECIAL_970>",
1983
+ "<SPECIAL_971>",
1984
+ "<SPECIAL_972>",
1985
+ "<SPECIAL_973>",
1986
+ "<SPECIAL_974>",
1987
+ "<SPECIAL_975>",
1988
+ "<SPECIAL_976>",
1989
+ "<SPECIAL_977>",
1990
+ "<SPECIAL_978>",
1991
+ "<SPECIAL_979>",
1992
+ "<SPECIAL_980>",
1993
+ "<SPECIAL_981>",
1994
+ "<SPECIAL_982>",
1995
+ "<SPECIAL_983>",
1996
+ "<SPECIAL_984>",
1997
+ "<SPECIAL_985>",
1998
+ "<SPECIAL_986>",
1999
+ "<SPECIAL_987>",
2000
+ "<SPECIAL_988>",
2001
+ "<SPECIAL_989>",
2002
+ "<SPECIAL_990>",
2003
+ "<SPECIAL_991>",
2004
+ "<SPECIAL_992>",
2005
+ "<SPECIAL_993>",
2006
+ "<SPECIAL_994>",
2007
+ "<SPECIAL_995>",
2008
+ "<SPECIAL_996>",
2009
+ "<SPECIAL_997>",
2010
+ "<SPECIAL_998>",
2011
+ "<SPECIAL_999>"
2012
+ ],
2013
+ "is_local": true,
2014
+ "model_max_length": 1000000000000000019884624838656,
2015
+ "model_specific_special_tokens": {},
2016
+ "pad_token": "<pad>",
2017
+ "processor_class": "PixtralProcessor",
2018
+ "tokenizer_class": "LlamaTokenizer",
2019
+ "unk_token": "<unk>",
2020
+ "use_default_system_prompt": false
2021
+ }