Instructions to use Kukedlc/Slopus-9B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Kukedlc/Slopus-9B with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Kukedlc/Slopus-9B", dtype="auto") - llama-cpp-python
How to use Kukedlc/Slopus-9B with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="Kukedlc/Slopus-9B", filename="Slopus-9B-Q2_K.gguf", )
llm.create_chat_completion( messages = "No input example has been defined for this model task." )
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Kukedlc/Slopus-9B with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf Kukedlc/Slopus-9B:Q4_K_M # Run inference directly in the terminal: llama cli -hf Kukedlc/Slopus-9B:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Kukedlc/Slopus-9B:Q4_K_M # Run inference directly in the terminal: llama cli -hf Kukedlc/Slopus-9B:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf Kukedlc/Slopus-9B:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Kukedlc/Slopus-9B:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf Kukedlc/Slopus-9B:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Kukedlc/Slopus-9B:Q4_K_M
Use Docker
docker model run hf.co/Kukedlc/Slopus-9B:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use Kukedlc/Slopus-9B with Ollama:
ollama run hf.co/Kukedlc/Slopus-9B:Q4_K_M
- Unsloth Studio
How to use Kukedlc/Slopus-9B with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for Kukedlc/Slopus-9B to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for Kukedlc/Slopus-9B to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for Kukedlc/Slopus-9B to start chatting
- Pi
How to use Kukedlc/Slopus-9B with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Kukedlc/Slopus-9B:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "Kukedlc/Slopus-9B:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use Kukedlc/Slopus-9B with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Kukedlc/Slopus-9B:Q4_K_M
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default Kukedlc/Slopus-9B:Q4_K_M
Run Hermes
hermes
- Atomic Chat new
- OpenClaw new
How to use Kukedlc/Slopus-9B with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf Kukedlc/Slopus-9B:Q4_K_M
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "Kukedlc/Slopus-9B:Q4_K_M" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
- Docker Model Runner
How to use Kukedlc/Slopus-9B with Docker Model Runner:
docker model run hf.co/Kukedlc/Slopus-9B:Q4_K_M
- Lemonade
How to use Kukedlc/Slopus-9B with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Kukedlc/Slopus-9B:Q4_K_M
Run and chat with the model
lemonade run user.Slopus-9B-Q4_K_M
List all available models
lemonade list
Add adapter_phase1/tokenizer_config.json (ckpt-506 final phase 1)
Browse files
adapter_phase1/tokenizer_config.json
ADDED
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| 1 |
+
{
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+
"add_prefix_space": false,
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| 3 |
+
"audio_bos_token": "<|audio_start|>",
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| 4 |
+
"audio_eos_token": "<|audio_end|>",
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| 5 |
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"audio_token": "<|audio_pad|>",
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"backend": "tokenizers",
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"bos_token": null,
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|im_end|>",
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"errors": "replace",
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"image_token": "<|image_pad|>",
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"is_local": false,
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+
"model_max_length": 262144,
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+
"model_specific_special_tokens": {
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| 15 |
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"audio_bos_token": "<|audio_start|>",
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| 16 |
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"audio_eos_token": "<|audio_end|>",
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| 17 |
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"audio_token": "<|audio_pad|>",
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| 18 |
+
"image_token": "<|image_pad|>",
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| 19 |
+
"video_token": "<|video_pad|>",
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| 20 |
+
"vision_bos_token": "<|vision_start|>",
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| 21 |
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"vision_eos_token": "<|vision_end|>"
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| 22 |
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},
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| 23 |
+
"pad_token": "<|endoftext|>",
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| 24 |
+
"padding_side": "right",
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| 25 |
+
"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
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| 26 |
+
"split_special_tokens": false,
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| 27 |
+
"tokenizer_class": "TokenizersBackend",
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| 28 |
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"unk_token": null,
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+
"video_token": "<|video_pad|>",
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| 30 |
+
"vision_bos_token": "<|vision_start|>",
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| 31 |
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"vision_eos_token": "<|vision_end|>",
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| 32 |
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"added_tokens_decoder": {
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| 33 |
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"248044": {
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"content": "<|endoftext|>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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| 39 |
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"special": true
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},
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"248045": {
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"content": "<|im_start|>",
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"single_word": false,
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| 44 |
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"lstrip": false,
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| 45 |
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"rstrip": false,
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| 46 |
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"normalized": false,
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"special": true
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},
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| 49 |
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"248046": {
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| 50 |
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"content": "<|im_end|>",
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| 51 |
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"single_word": false,
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| 52 |
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"lstrip": false,
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| 53 |
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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"248047": {
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"content": "<|object_ref_start|>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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| 64 |
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},
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"248048": {
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"content": "<|object_ref_end|>",
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"single_word": false,
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| 68 |
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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| 71 |
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"special": true
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| 72 |
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},
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| 73 |
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"248049": {
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"content": "<|box_start|>",
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| 75 |
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"single_word": false,
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| 76 |
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"lstrip": false,
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| 77 |
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"rstrip": false,
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"normalized": false,
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"special": true
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| 80 |
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},
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| 81 |
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"248050": {
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"content": "<|box_end|>",
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"single_word": false,
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"lstrip": false,
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| 85 |
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"rstrip": false,
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"normalized": false,
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"special": true
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| 88 |
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},
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| 89 |
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"248051": {
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| 90 |
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"content": "<|quad_start|>",
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| 91 |
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"single_word": false,
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| 92 |
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"lstrip": false,
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| 93 |
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"rstrip": false,
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| 94 |
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"normalized": false,
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"special": true
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| 96 |
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},
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| 97 |
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"248052": {
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"content": "<|quad_end|>",
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"single_word": false,
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| 100 |
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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| 104 |
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},
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| 105 |
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"248053": {
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| 106 |
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"content": "<|vision_start|>",
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"single_word": false,
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| 108 |
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"lstrip": false,
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| 109 |
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"rstrip": false,
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"normalized": false,
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"special": true
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| 112 |
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},
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| 113 |
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"248054": {
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| 114 |
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"content": "<|vision_end|>",
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| 115 |
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"single_word": false,
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| 116 |
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"lstrip": false,
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| 117 |
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"rstrip": false,
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| 118 |
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"normalized": false,
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| 119 |
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"special": true
|
| 120 |
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},
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| 121 |
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"248055": {
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| 122 |
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"content": "<|vision_pad|>",
|
| 123 |
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"single_word": false,
|
| 124 |
+
"lstrip": false,
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| 125 |
+
"rstrip": false,
|
| 126 |
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"normalized": false,
|
| 127 |
+
"special": true
|
| 128 |
+
},
|
| 129 |
+
"248056": {
|
| 130 |
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"content": "<|image_pad|>",
|
| 131 |
+
"single_word": false,
|
| 132 |
+
"lstrip": false,
|
| 133 |
+
"rstrip": false,
|
| 134 |
+
"normalized": false,
|
| 135 |
+
"special": true
|
| 136 |
+
},
|
| 137 |
+
"248057": {
|
| 138 |
+
"content": "<|video_pad|>",
|
| 139 |
+
"single_word": false,
|
| 140 |
+
"lstrip": false,
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| 141 |
+
"rstrip": false,
|
| 142 |
+
"normalized": false,
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| 143 |
+
"special": true
|
| 144 |
+
},
|
| 145 |
+
"248058": {
|
| 146 |
+
"content": "<tool_call>",
|
| 147 |
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"single_word": false,
|
| 148 |
+
"lstrip": false,
|
| 149 |
+
"rstrip": false,
|
| 150 |
+
"normalized": false,
|
| 151 |
+
"special": false
|
| 152 |
+
},
|
| 153 |
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"248059": {
|
| 154 |
+
"content": "</tool_call>",
|
| 155 |
+
"single_word": false,
|
| 156 |
+
"lstrip": false,
|
| 157 |
+
"rstrip": false,
|
| 158 |
+
"normalized": false,
|
| 159 |
+
"special": false
|
| 160 |
+
},
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| 161 |
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"248060": {
|
| 162 |
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"content": "<|fim_prefix|>",
|
| 163 |
+
"single_word": false,
|
| 164 |
+
"lstrip": false,
|
| 165 |
+
"rstrip": false,
|
| 166 |
+
"normalized": false,
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| 167 |
+
"special": false
|
| 168 |
+
},
|
| 169 |
+
"248061": {
|
| 170 |
+
"content": "<|fim_middle|>",
|
| 171 |
+
"single_word": false,
|
| 172 |
+
"lstrip": false,
|
| 173 |
+
"rstrip": false,
|
| 174 |
+
"normalized": false,
|
| 175 |
+
"special": false
|
| 176 |
+
},
|
| 177 |
+
"248062": {
|
| 178 |
+
"content": "<|fim_suffix|>",
|
| 179 |
+
"single_word": false,
|
| 180 |
+
"lstrip": false,
|
| 181 |
+
"rstrip": false,
|
| 182 |
+
"normalized": false,
|
| 183 |
+
"special": false
|
| 184 |
+
},
|
| 185 |
+
"248063": {
|
| 186 |
+
"content": "<|fim_pad|>",
|
| 187 |
+
"single_word": false,
|
| 188 |
+
"lstrip": false,
|
| 189 |
+
"rstrip": false,
|
| 190 |
+
"normalized": false,
|
| 191 |
+
"special": false
|
| 192 |
+
},
|
| 193 |
+
"248064": {
|
| 194 |
+
"content": "<|repo_name|>",
|
| 195 |
+
"single_word": false,
|
| 196 |
+
"lstrip": false,
|
| 197 |
+
"rstrip": false,
|
| 198 |
+
"normalized": false,
|
| 199 |
+
"special": false
|
| 200 |
+
},
|
| 201 |
+
"248065": {
|
| 202 |
+
"content": "<|file_sep|>",
|
| 203 |
+
"single_word": false,
|
| 204 |
+
"lstrip": false,
|
| 205 |
+
"rstrip": false,
|
| 206 |
+
"normalized": false,
|
| 207 |
+
"special": false
|
| 208 |
+
},
|
| 209 |
+
"248066": {
|
| 210 |
+
"content": "<tool_response>",
|
| 211 |
+
"single_word": false,
|
| 212 |
+
"lstrip": false,
|
| 213 |
+
"rstrip": false,
|
| 214 |
+
"normalized": false,
|
| 215 |
+
"special": false
|
| 216 |
+
},
|
| 217 |
+
"248067": {
|
| 218 |
+
"content": "</tool_response>",
|
| 219 |
+
"single_word": false,
|
| 220 |
+
"lstrip": false,
|
| 221 |
+
"rstrip": false,
|
| 222 |
+
"normalized": false,
|
| 223 |
+
"special": false
|
| 224 |
+
},
|
| 225 |
+
"248068": {
|
| 226 |
+
"content": "<think>",
|
| 227 |
+
"single_word": false,
|
| 228 |
+
"lstrip": false,
|
| 229 |
+
"rstrip": false,
|
| 230 |
+
"normalized": false,
|
| 231 |
+
"special": false
|
| 232 |
+
},
|
| 233 |
+
"248069": {
|
| 234 |
+
"content": "</think>",
|
| 235 |
+
"single_word": false,
|
| 236 |
+
"lstrip": false,
|
| 237 |
+
"rstrip": false,
|
| 238 |
+
"normalized": false,
|
| 239 |
+
"special": false
|
| 240 |
+
},
|
| 241 |
+
"248070": {
|
| 242 |
+
"content": "<|audio_start|>",
|
| 243 |
+
"single_word": false,
|
| 244 |
+
"lstrip": false,
|
| 245 |
+
"rstrip": false,
|
| 246 |
+
"normalized": false,
|
| 247 |
+
"special": true
|
| 248 |
+
},
|
| 249 |
+
"248071": {
|
| 250 |
+
"content": "<|audio_end|>",
|
| 251 |
+
"single_word": false,
|
| 252 |
+
"lstrip": false,
|
| 253 |
+
"rstrip": false,
|
| 254 |
+
"normalized": false,
|
| 255 |
+
"special": true
|
| 256 |
+
},
|
| 257 |
+
"248072": {
|
| 258 |
+
"content": "<tts_pad>",
|
| 259 |
+
"single_word": false,
|
| 260 |
+
"lstrip": false,
|
| 261 |
+
"rstrip": false,
|
| 262 |
+
"normalized": false,
|
| 263 |
+
"special": true
|
| 264 |
+
},
|
| 265 |
+
"248073": {
|
| 266 |
+
"content": "<tts_text_bos>",
|
| 267 |
+
"single_word": false,
|
| 268 |
+
"lstrip": false,
|
| 269 |
+
"rstrip": false,
|
| 270 |
+
"normalized": false,
|
| 271 |
+
"special": true
|
| 272 |
+
},
|
| 273 |
+
"248074": {
|
| 274 |
+
"content": "<tts_text_eod>",
|
| 275 |
+
"single_word": false,
|
| 276 |
+
"lstrip": false,
|
| 277 |
+
"rstrip": false,
|
| 278 |
+
"normalized": false,
|
| 279 |
+
"special": true
|
| 280 |
+
},
|
| 281 |
+
"248075": {
|
| 282 |
+
"content": "<tts_text_bos_single>",
|
| 283 |
+
"single_word": false,
|
| 284 |
+
"lstrip": false,
|
| 285 |
+
"rstrip": false,
|
| 286 |
+
"normalized": false,
|
| 287 |
+
"special": true
|
| 288 |
+
},
|
| 289 |
+
"248076": {
|
| 290 |
+
"content": "<|audio_pad|>",
|
| 291 |
+
"single_word": false,
|
| 292 |
+
"lstrip": false,
|
| 293 |
+
"rstrip": false,
|
| 294 |
+
"normalized": false,
|
| 295 |
+
"special": true
|
| 296 |
+
}
|
| 297 |
+
}
|
| 298 |
+
}
|