Text Generation
Safetensors
GGUF
English
dory
decision-making
lora
eider
bf16
nvfp4
llama-cpp
conversational
decision-model
Instructions to use rdaum/decisive-dory with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use rdaum/decisive-dory 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 rdaum/decisive-dory:Q8_0 # Run inference directly in the terminal: llama cli -hf rdaum/decisive-dory:Q8_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf rdaum/decisive-dory:Q8_0 # Run inference directly in the terminal: llama cli -hf rdaum/decisive-dory:Q8_0
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 rdaum/decisive-dory:Q8_0 # Run inference directly in the terminal: ./llama-cli -hf rdaum/decisive-dory:Q8_0
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 rdaum/decisive-dory:Q8_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf rdaum/decisive-dory:Q8_0
Use Docker
docker model run hf.co/rdaum/decisive-dory:Q8_0
- Llama new
- LM Studio
- Jan
- vLLM
How to use rdaum/decisive-dory with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "rdaum/decisive-dory" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "rdaum/decisive-dory", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/rdaum/decisive-dory:Q8_0
- Ollama
How to use rdaum/decisive-dory with Ollama:
ollama run hf.co/rdaum/decisive-dory:Q8_0
- Unsloth Desktop
- Pi
How to use rdaum/decisive-dory with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf rdaum/decisive-dory:Q8_0
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "rdaum/decisive-dory:Q8_0" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use rdaum/decisive-dory with Docker Model Runner:
docker model run hf.co/rdaum/decisive-dory:Q8_0
- Lemonade
How to use rdaum/decisive-dory with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull rdaum/decisive-dory:Q8_0
Run and chat with the model
lemonade run user.decisive-dory-Q8_0
List all available models
lemonade list
- Hermes Agent
How to use rdaum/decisive-dory with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf rdaum/decisive-dory:Q8_0
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 rdaum/decisive-dory:Q8_0
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use rdaum/decisive-dory with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf rdaum/decisive-dory:Q8_0
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 "rdaum/decisive-dory:Q8_0" \ --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"
|
Download evaluation/decision-comparison.svg from rdaum/decisive-dory: direct link, hf CLI and curl.
- Browser
- Download file 25 kB
-
https://huggingface.co/rdaum/decisive-dory/resolve/main/evaluation/decision-comparison.svg
- Command line
-
hf download hf://rdaum/decisive-dory/evaluation/decision-comparison.svg
-
curl -L -o decision-comparison.svg https://huggingface.co/rdaum/decisive-dory/resolve/main/evaluation/decision-comparison.svg
25 kB
| <svg xmlns:xlink="http://www.w3.org/1999/xlink" width="1065.6pt" height="468pt" viewBox="0 0 1065.6 468" xmlns="http://www.w3.org/2000/svg" version="1.1"> | |
| <metadata> | |
| <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"> | |
| <cc:Work> | |
| <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/> | |
| <dc:date>2026-10-21T21:26:40.448174</dc:date> | |
| <dc:format>image/svg+xml</dc:format> | |
| <dc:creator> | |
| <cc:Agent> | |
| <dc:title>Matplotlib v3.6.3, https://matplotlib.org/</dc:title> | |
| </cc:Agent> | |
| </dc:creator> | |
| </cc:Work> | |
| </rdf:RDF> | |
| </metadata> | |
| <defs> | |
| <style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style> | |
| </defs> | |
| <g id="figure_1"> | |
| <g id="patch_1"> | |
| <path d="M 0 468 | |
| L 1065.6 468 | |
| L 1065.6 0 | |
| L 0 0 | |
| z | |
| " style="fill: #ffffff"/> | |
| </g> | |
| <g id="axes_1"> | |
| <g id="patch_2"> | |
| <path d="M 271.728 360.36 | |
| L 500.070857 360.36 | |
| L 500.070857 145.08 | |
| L 271.728 145.08 | |
| z | |
| " style="fill: #ffffff"/> | |
| </g> | |
| <g id="matplotlib.axis_1"> | |
| <g id="xtick_1"> | |
| <g id="line2d_1"> | |
| <path d="M 271.728 360.36 | |
| L 271.728 145.08 | |
| " clip-path="url(#p6178d32981)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_2"/> | |
| <g id="text_1"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="271.728" y="376.478125" transform="rotate(-0 271.728 376.478125)">0</text> | |
| </g> | |
| </g> | |
| <g id="xtick_2"> | |
| <g id="line2d_3"> | |
| <path d="M 323.624104 360.36 | |
| L 323.624104 145.08 | |
| " clip-path="url(#p6178d32981)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_4"/> | |
| <g id="text_2"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="323.624104" y="376.478125" transform="rotate(-0 323.624104 376.478125)">25</text> | |
| </g> | |
| </g> | |
| <g id="xtick_3"> | |
| <g id="line2d_5"> | |
| <path d="M 375.520208 360.36 | |
| L 375.520208 145.08 | |
| " clip-path="url(#p6178d32981)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_6"/> | |
| <g id="text_3"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="375.520208" y="376.478125" transform="rotate(-0 375.520208 376.478125)">50</text> | |
| </g> | |
| </g> | |
| <g id="xtick_4"> | |
| <g id="line2d_7"> | |
| <path d="M 427.416312 360.36 | |
| L 427.416312 145.08 | |
| " clip-path="url(#p6178d32981)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_8"/> | |
| <g id="text_4"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="427.416312" y="376.478125" transform="rotate(-0 427.416312 376.478125)">75</text> | |
| </g> | |
| </g> | |
| <g id="xtick_5"> | |
| <g id="line2d_9"> | |
| <path d="M 479.312416 360.36 | |
| L 479.312416 145.08 | |
| " clip-path="url(#p6178d32981)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_10"/> | |
| <g id="text_5"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="479.312416" y="376.478125" transform="rotate(-0 479.312416 376.478125)">100</text> | |
| </g> | |
| </g> | |
| <g id="text_6"> | |
| <text style="fill: #455568; font: 11px 'DejaVu Sans'; text-anchor: middle" x="385.899429" y="391.332031" transform="rotate(-0 385.899429 391.332031)">Accuracy (%)</text> | |
| </g> | |
| </g> | |
| <g id="matplotlib.axis_2"> | |
| <g id="ytick_1"> | |
| <g id="line2d_11"/> | |
| <g id="text_7"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: end" x="264.728" y="167.398313" transform="rotate(-0 264.728 167.398313)">Base Dory · Q8_0</text> | |
| </g> | |
| </g> | |
| <g id="ytick_2"> | |
| <g id="line2d_12"/> | |
| <g id="text_8"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: end" x="264.728" y="193.154197" transform="rotate(-0 264.728 193.154197)">Base Dory · NVFP4</text> | |
| </g> | |
| </g> | |
| <g id="ytick_3"> | |
| <g id="line2d_13"/> | |
| <g id="text_9"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: end" x="264.728" y="218.804143" transform="rotate(-0 264.728 218.804143)">Decisive Dory · Q8_0</text> | |
| </g> | |
| </g> | |
| <g id="ytick_4"> | |
| <g id="line2d_14"/> | |
| <g id="text_10"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: end" x="264.728" y="244.454089" transform="rotate(-0 264.728 244.454089)">Decisive Dory · NVFP4</text> | |
| </g> | |
| </g> | |
| <g id="ytick_5"> | |
| <g id="line2d_15"/> | |
| <g id="text_11"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: end" x="264.728" y="270.104036" transform="rotate(-0 264.728 270.104036)">Jev 1.14</text> | |
| </g> | |
| </g> | |
| <g id="ytick_6"> | |
| <g id="line2d_16"/> | |
| <g id="text_12"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: end" x="264.728" y="295.753982" transform="rotate(-0 264.728 295.753982)">Kev 4B</text> | |
| </g> | |
| </g> | |
| <g id="ytick_7"> | |
| <g id="line2d_17"/> | |
| <g id="text_13"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: end" x="264.728" y="321.403928" transform="rotate(-0 264.728 321.403928)">Liquid d1</text> | |
| </g> | |
| </g> | |
| <g id="ytick_8"> | |
| <g id="line2d_18"/> | |
| <g id="text_14"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: end" x="264.728" y="347.053875" transform="rotate(-0 264.728 347.053875)">Perplexity Decider 1.2</text> | |
| </g> | |
| </g> | |
| </g> | |
| <g id="patch_3"> | |
| <path d="M 271.728 154.865455 | |
| L 337.679299 154.865455 | |
| L 337.679299 171.024921 | |
| L 271.728 171.024921 | |
| z | |
| " clip-path="url(#p6178d32981)" style="fill: #a7b2c1"/> | |
| </g> | |
| <g id="patch_4"> | |
| <path d="M 271.728 180.515401 | |
| L 336.59813 180.515401 | |
| L 336.59813 196.674867 | |
| L 271.728 196.674867 | |
| z | |
| " clip-path="url(#p6178d32981)" style="fill: #a7b2c1"/> | |
| </g> | |
| <g id="patch_5"> | |
| <path d="M 271.728 206.165347 | |
| L 429.578649 206.165347 | |
| L 429.578649 222.324814 | |
| L 271.728 222.324814 | |
| z | |
| " clip-path="url(#p6178d32981)" style="fill: #16877f"/> | |
| </g> | |
| <g id="patch_6"> | |
| <path d="M 271.728 231.815294 | |
| L 428.497481 231.815294 | |
| L 428.497481 247.97476 | |
| L 271.728 247.97476 | |
| z | |
| " clip-path="url(#p6178d32981)" style="fill: #16877f"/> | |
| </g> | |
| <g id="patch_7"> | |
| <path d="M 271.728 257.46524 | |
| L 405.792935 257.46524 | |
| L 405.792935 273.624706 | |
| L 271.728 273.624706 | |
| z | |
| " clip-path="url(#p6178d32981)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_8"> | |
| <path d="M 271.728 283.115186 | |
| L 351.734494 283.115186 | |
| L 351.734494 299.274653 | |
| L 271.728 299.274653 | |
| z | |
| " clip-path="url(#p6178d32981)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_9"> | |
| <path d="M 271.728 308.765133 | |
| L 392.818909 308.765133 | |
| L 392.818909 324.924599 | |
| L 271.728 324.924599 | |
| z | |
| " clip-path="url(#p6178d32981)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_10"> | |
| <path d="M 271.728 334.415079 | |
| L 423.091636 334.415079 | |
| L 423.091636 350.574545 | |
| L 271.728 350.574545 | |
| z | |
| " clip-path="url(#p6178d32981)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="text_15"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="340.377896" y="165.9805" transform="rotate(-0 340.377896 165.9805)">31.8</text> | |
| </g> | |
| <g id="text_16"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="339.296727" y="191.630447" transform="rotate(-0 339.296727 191.630447)">31.2</text> | |
| </g> | |
| <g id="text_17"> | |
| <text style="fill: #172738; font: 700 11px 'DejaVu Sans'; text-anchor: start" x="432.277247" y="217.280393" transform="rotate(-0 432.277247 217.280393)">76.0</text> | |
| </g> | |
| <g id="text_18"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="431.196078" y="242.930339" transform="rotate(-0 431.196078 242.930339)">75.5</text> | |
| </g> | |
| <g id="text_19"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="408.491532" y="268.580286" transform="rotate(-0 408.491532 268.580286)">64.6</text> | |
| </g> | |
| <g id="text_20"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="354.433091" y="294.230232" transform="rotate(-0 354.433091 294.230232)">38.5</text> | |
| </g> | |
| <g id="text_21"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="395.517506" y="319.880178" transform="rotate(-0 395.517506 319.880178)">58.3</text> | |
| </g> | |
| <g id="text_22"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="425.790234" y="345.530125" transform="rotate(-0 425.790234 345.530125)">72.9</text> | |
| </g> | |
| <g id="text_23"> | |
| <text style="fill: #172738; font: 700 14px 'DejaVu Sans'" transform="translate(329.538491 114.293688)">State tracking</text> | |
| <text style="fill: #172738; font: 700 14px 'DejaVu Sans'" transform="translate(330.239585 130.08)">192 questions</text> | |
| </g> | |
| </g> | |
| <g id="axes_2"> | |
| <g id="patch_11"> | |
| <path d="M 541.172571 360.36 | |
| L 769.515429 360.36 | |
| L 769.515429 145.08 | |
| L 541.172571 145.08 | |
| z | |
| " style="fill: #ffffff"/> | |
| </g> | |
| <g id="matplotlib.axis_3"> | |
| <g id="xtick_6"> | |
| <g id="line2d_19"> | |
| <path d="M 541.172571 360.36 | |
| L 541.172571 145.08 | |
| " clip-path="url(#p3d67fdc792)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_20"/> | |
| <g id="text_24"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="541.172571" y="376.478125" transform="rotate(-0 541.172571 376.478125)">0</text> | |
| </g> | |
| </g> | |
| <g id="xtick_7"> | |
| <g id="line2d_21"> | |
| <path d="M 593.068675 360.36 | |
| L 593.068675 145.08 | |
| " clip-path="url(#p3d67fdc792)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_22"/> | |
| <g id="text_25"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="593.068675" y="376.478125" transform="rotate(-0 593.068675 376.478125)">25</text> | |
| </g> | |
| </g> | |
| <g id="xtick_8"> | |
| <g id="line2d_23"> | |
| <path d="M 644.964779 360.36 | |
| L 644.964779 145.08 | |
| " clip-path="url(#p3d67fdc792)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_24"/> | |
| <g id="text_26"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="644.964779" y="376.478125" transform="rotate(-0 644.964779 376.478125)">50</text> | |
| </g> | |
| </g> | |
| <g id="xtick_9"> | |
| <g id="line2d_25"> | |
| <path d="M 696.860883 360.36 | |
| L 696.860883 145.08 | |
| " clip-path="url(#p3d67fdc792)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_26"/> | |
| <g id="text_27"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="696.860883" y="376.478125" transform="rotate(-0 696.860883 376.478125)">75</text> | |
| </g> | |
| </g> | |
| <g id="xtick_10"> | |
| <g id="line2d_27"> | |
| <path d="M 748.756987 360.36 | |
| L 748.756987 145.08 | |
| " clip-path="url(#p3d67fdc792)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_28"/> | |
| <g id="text_28"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="748.756987" y="376.478125" transform="rotate(-0 748.756987 376.478125)">100</text> | |
| </g> | |
| </g> | |
| <g id="text_29"> | |
| <text style="fill: #455568; font: 11px 'DejaVu Sans'; text-anchor: middle" x="655.344" y="391.332031" transform="rotate(-0 655.344 391.332031)">Accuracy (%)</text> | |
| </g> | |
| </g> | |
| <g id="matplotlib.axis_4"> | |
| <g id="ytick_9"> | |
| <g id="line2d_29"/> | |
| </g> | |
| <g id="ytick_10"> | |
| <g id="line2d_30"/> | |
| </g> | |
| <g id="ytick_11"> | |
| <g id="line2d_31"/> | |
| </g> | |
| <g id="ytick_12"> | |
| <g id="line2d_32"/> | |
| </g> | |
| <g id="ytick_13"> | |
| <g id="line2d_33"/> | |
| </g> | |
| <g id="ytick_14"> | |
| <g id="line2d_34"/> | |
| </g> | |
| <g id="ytick_15"> | |
| <g id="line2d_35"/> | |
| </g> | |
| <g id="ytick_16"> | |
| <g id="line2d_36"/> | |
| </g> | |
| </g> | |
| <g id="patch_12"> | |
| <path d="M 541.172571 154.865455 | |
| L 620.097896 154.865455 | |
| L 620.097896 171.024921 | |
| L 541.172571 171.024921 | |
| z | |
| " clip-path="url(#p3d67fdc792)" style="fill: #a7b2c1"/> | |
| </g> | |
| <g id="patch_13"> | |
| <path d="M 541.172571 180.515401 | |
| L 617.935558 180.515401 | |
| L 617.935558 196.674867 | |
| L 541.172571 196.674867 | |
| z | |
| " clip-path="url(#p3d67fdc792)" style="fill: #a7b2c1"/> | |
| </g> | |
| <g id="patch_14"> | |
| <path d="M 541.172571 206.165347 | |
| L 742.269974 206.165347 | |
| L 742.269974 222.324814 | |
| L 541.172571 222.324814 | |
| z | |
| " clip-path="url(#p3d67fdc792)" style="fill: #16877f"/> | |
| </g> | |
| <g id="patch_15"> | |
| <path d="M 541.172571 231.815294 | |
| L 741.188805 231.815294 | |
| L 741.188805 247.97476 | |
| L 541.172571 247.97476 | |
| z | |
| " clip-path="url(#p3d67fdc792)" style="fill: #16877f"/> | |
| </g> | |
| <g id="patch_16"> | |
| <path d="M 541.172571 257.46524 | |
| L 695.779714 257.46524 | |
| L 695.779714 273.624706 | |
| L 541.172571 273.624706 | |
| z | |
| " clip-path="url(#p3d67fdc792)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_17"> | |
| <path d="M 541.172571 283.115186 | |
| L 616.85439 283.115186 | |
| L 616.85439 299.274653 | |
| L 541.172571 299.274653 | |
| z | |
| " clip-path="url(#p3d67fdc792)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_18"> | |
| <path d="M 541.172571 308.765133 | |
| L 705.510234 308.765133 | |
| L 705.510234 324.924599 | |
| L 541.172571 324.924599 | |
| z | |
| " clip-path="url(#p3d67fdc792)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_19"> | |
| <path d="M 541.172571 334.415079 | |
| L 723.890104 334.415079 | |
| L 723.890104 350.574545 | |
| L 541.172571 350.574545 | |
| z | |
| " clip-path="url(#p3d67fdc792)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="text_30"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="622.796494" y="165.9805" transform="rotate(-0 622.796494 165.9805)">38.0</text> | |
| </g> | |
| <g id="text_31"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="620.634156" y="191.630447" transform="rotate(-0 620.634156 191.630447)">37.0</text> | |
| </g> | |
| <g id="text_32"> | |
| <text style="fill: #172738; font: 700 11px 'DejaVu Sans'; text-anchor: start" x="744.968571" y="217.280393" transform="rotate(-0 744.968571 217.280393)">96.9</text> | |
| </g> | |
| <g id="text_33"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="743.887403" y="242.930339" transform="rotate(-0 743.887403 242.930339)">96.4</text> | |
| </g> | |
| <g id="text_34"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="698.478312" y="268.580286" transform="rotate(-0 698.478312 268.580286)">74.5</text> | |
| </g> | |
| <g id="text_35"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="619.552987" y="294.230232" transform="rotate(-0 619.552987 294.230232)">36.5</text> | |
| </g> | |
| <g id="text_36"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="708.208831" y="319.880178" transform="rotate(-0 708.208831 319.880178)">79.2</text> | |
| </g> | |
| <g id="text_37"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="726.588701" y="345.530125" transform="rotate(-0 726.588701 345.530125)">88.0</text> | |
| </g> | |
| <g id="text_38"> | |
| <text style="fill: #172738; font: 700 14px 'DejaVu Sans'" transform="translate(620.730094 114.293688)">Planning</text> | |
| <text style="fill: #172738; font: 700 14px 'DejaVu Sans'" transform="translate(599.684156 130.08)">192 questions</text> | |
| </g> | |
| </g> | |
| <g id="axes_3"> | |
| <g id="patch_20"> | |
| <path d="M 810.617143 360.36 | |
| L 1038.96 360.36 | |
| L 1038.96 145.08 | |
| L 810.617143 145.08 | |
| z | |
| " style="fill: #ffffff"/> | |
| </g> | |
| <g id="matplotlib.axis_5"> | |
| <g id="xtick_11"> | |
| <g id="line2d_37"> | |
| <path d="M 810.617143 360.36 | |
| L 810.617143 145.08 | |
| " clip-path="url(#p68e7947842)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_38"/> | |
| <g id="text_39"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="810.617143" y="376.478125" transform="rotate(-0 810.617143 376.478125)">0</text> | |
| </g> | |
| </g> | |
| <g id="xtick_12"> | |
| <g id="line2d_39"> | |
| <path d="M 862.513247 360.36 | |
| L 862.513247 145.08 | |
| " clip-path="url(#p68e7947842)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_40"/> | |
| <g id="text_40"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="862.513247" y="376.478125" transform="rotate(-0 862.513247 376.478125)">25</text> | |
| </g> | |
| </g> | |
| <g id="xtick_13"> | |
| <g id="line2d_41"> | |
| <path d="M 914.409351 360.36 | |
| L 914.409351 145.08 | |
| " clip-path="url(#p68e7947842)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_42"/> | |
| <g id="text_41"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="914.409351" y="376.478125" transform="rotate(-0 914.409351 376.478125)">50</text> | |
| </g> | |
| </g> | |
| <g id="xtick_14"> | |
| <g id="line2d_43"> | |
| <path d="M 966.305455 360.36 | |
| L 966.305455 145.08 | |
| " clip-path="url(#p68e7947842)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_44"/> | |
| <g id="text_42"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="966.305455" y="376.478125" transform="rotate(-0 966.305455 376.478125)">75</text> | |
| </g> | |
| </g> | |
| <g id="xtick_15"> | |
| <g id="line2d_45"> | |
| <path d="M 1018.201558 360.36 | |
| L 1018.201558 145.08 | |
| " clip-path="url(#p68e7947842)" style="fill: none; stroke: #e6eaf0; stroke-width: 0.8; stroke-linecap: square"/> | |
| </g> | |
| <g id="line2d_46"/> | |
| <g id="text_43"> | |
| <text style="fill: #344256; font: 12px 'DejaVu Sans'; text-anchor: middle" x="1018.201558" y="376.478125" transform="rotate(-0 1018.201558 376.478125)">100</text> | |
| </g> | |
| </g> | |
| <g id="text_44"> | |
| <text style="fill: #455568; font: 11px 'DejaVu Sans'; text-anchor: middle" x="924.788571" y="391.332031" transform="rotate(-0 924.788571 391.332031)">Accuracy (%)</text> | |
| </g> | |
| </g> | |
| <g id="matplotlib.axis_6"> | |
| <g id="ytick_17"> | |
| <g id="line2d_47"/> | |
| </g> | |
| <g id="ytick_18"> | |
| <g id="line2d_48"/> | |
| </g> | |
| <g id="ytick_19"> | |
| <g id="line2d_49"/> | |
| </g> | |
| <g id="ytick_20"> | |
| <g id="line2d_50"/> | |
| </g> | |
| <g id="ytick_21"> | |
| <g id="line2d_51"/> | |
| </g> | |
| <g id="ytick_22"> | |
| <g id="line2d_52"/> | |
| </g> | |
| <g id="ytick_23"> | |
| <g id="line2d_53"/> | |
| </g> | |
| <g id="ytick_24"> | |
| <g id="line2d_54"/> | |
| </g> | |
| </g> | |
| <g id="patch_21"> | |
| <path d="M 810.617143 154.865455 | |
| L 912.787597 154.865455 | |
| L 912.787597 171.024921 | |
| L 810.617143 171.024921 | |
| z | |
| " clip-path="url(#p68e7947842)" style="fill: #a7b2c1"/> | |
| </g> | |
| <g id="patch_22"> | |
| <path d="M 810.617143 180.515401 | |
| L 911.165844 180.515401 | |
| L 911.165844 196.674867 | |
| L 810.617143 196.674867 | |
| z | |
| " clip-path="url(#p68e7947842)" style="fill: #a7b2c1"/> | |
| </g> | |
| <g id="patch_23"> | |
| <path d="M 810.617143 206.165347 | |
| L 917.652857 206.165347 | |
| L 917.652857 222.324814 | |
| L 810.617143 222.324814 | |
| z | |
| " clip-path="url(#p68e7947842)" style="fill: #16877f"/> | |
| </g> | |
| <g id="patch_24"> | |
| <path d="M 810.617143 231.815294 | |
| L 916.031104 231.815294 | |
| L 916.031104 247.97476 | |
| L 810.617143 247.97476 | |
| z | |
| " clip-path="url(#p68e7947842)" style="fill: #16877f"/> | |
| </g> | |
| <g id="patch_25"> | |
| <path d="M 810.617143 257.46524 | |
| L 925.761623 257.46524 | |
| L 925.761623 273.624706 | |
| L 810.617143 273.624706 | |
| z | |
| " clip-path="url(#p68e7947842)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_26"> | |
| <path d="M 810.617143 283.115186 | |
| L 930.626883 283.115186 | |
| L 930.626883 299.274653 | |
| L 810.617143 299.274653 | |
| z | |
| " clip-path="url(#p68e7947842)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_27"> | |
| <path d="M 810.617143 308.765133 | |
| L 932.248636 308.765133 | |
| L 932.248636 324.924599 | |
| L 810.617143 324.924599 | |
| z | |
| " clip-path="url(#p68e7947842)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="patch_28"> | |
| <path d="M 810.617143 334.415079 | |
| L 929.00513 334.415079 | |
| L 929.00513 350.574545 | |
| L 810.617143 350.574545 | |
| z | |
| " clip-path="url(#p68e7947842)" style="fill: #5077ad"/> | |
| </g> | |
| <g id="text_45"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="915.486195" y="165.9805" transform="rotate(-0 915.486195 165.9805)">49.2</text> | |
| </g> | |
| <g id="text_46"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="913.864442" y="191.630447" transform="rotate(-0 913.864442 191.630447)">48.4</text> | |
| </g> | |
| <g id="text_47"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="920.351455" y="217.280393" transform="rotate(-0 920.351455 217.280393)">51.6</text> | |
| </g> | |
| <g id="text_48"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="918.729701" y="242.930339" transform="rotate(-0 918.729701 242.930339)">50.8</text> | |
| </g> | |
| <g id="text_49"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="928.460221" y="268.580286" transform="rotate(-0 928.460221 268.580286)">55.5</text> | |
| </g> | |
| <g id="text_50"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="933.325481" y="294.230232" transform="rotate(-0 933.325481 294.230232)">57.8</text> | |
| </g> | |
| <g id="text_51"> | |
| <text style="fill: #172738; font: 700 11px 'DejaVu Sans'; text-anchor: start" x="934.947234" y="319.880178" transform="rotate(-0 934.947234 319.880178)">58.6</text> | |
| </g> | |
| <g id="text_52"> | |
| <text style="fill: #172738; font: 11px 'DejaVu Sans'; text-anchor: start" x="931.703727" y="345.530125" transform="rotate(-0 931.703727 345.530125)">57.0</text> | |
| </g> | |
| <g id="text_53"> | |
| <text style="fill: #172738; font: 700 14px 'DejaVu Sans'" transform="translate(847.82029 114.293688)">Human judgements</text> | |
| <text style="fill: #172738; font: 700 14px 'DejaVu Sans'" transform="translate(869.128728 130.08)">128 questions</text> | |
| </g> | |
| </g> | |
| <g id="text_54"> | |
| <text style="fill: #142436; font: 700 24px 'DejaVu Sans'; text-anchor: start" x="42.624" y="28.08" transform="rotate(-0 42.624 28.08)">Typed decisions: accuracy by task</text> | |
| </g> | |
| <g id="text_55"> | |
| <text style="fill: #536275; font: 13px 'DejaVu Sans'; text-anchor: start" x="42.624" y="53.82" transform="rotate(-0 42.624 53.82)">Same 512 questions and answer options · 21 October 2026</text> | |
| </g> | |
| <g id="text_56"> | |
| <text style="fill: #536275; font: 11px 'DejaVu Sans'; text-anchor: start" x="42.624" y="418.86" transform="rotate(-0 42.624 418.86)">Test examples were withheld from our training; these task families were included. Provider training overlap is unknown.</text> | |
| </g> | |
| <g id="text_57"> | |
| <text style="fill: #536275; font: 11px 'DejaVu Sans'; text-anchor: start" x="42.624" y="437.58" transform="rotate(-0 42.624 437.58)">Local: Q8_0 / llama.cpp and NVFP4 / Eider. Hosted: native OpenRouter decisions. Highest accuracy per task is bold.</text> | |
| </g> | |
| <g id="legend_1"> | |
| <g id="patch_29"> | |
| <path d="M 47.196 83.778281 | |
| L 69.196 83.778281 | |
| L 69.196 76.078281 | |
| L 47.196 76.078281 | |
| z | |
| " style="fill: #a7b2c1; stroke: #a7b2c1; stroke-linejoin: miter"/> | |
| </g> | |
| <g id="text_58"> | |
| <text style="font: 11px 'DejaVu Sans'; text-anchor: start" x="77.996" y="83.778281" transform="rotate(-0 77.996 83.778281)">Base Dory</text> | |
| </g> | |
| <g id="patch_30"> | |
| <path d="M 156.511938 83.778281 | |
| L 178.511938 83.778281 | |
| L 178.511938 76.078281 | |
| L 156.511938 76.078281 | |
| z | |
| " style="fill: #16877f; stroke: #16877f; stroke-linejoin: miter"/> | |
| </g> | |
| <g id="text_59"> | |
| <text style="font: 11px 'DejaVu Sans'; text-anchor: start" x="187.311938" y="83.778281" transform="rotate(-0 187.311938 83.778281)">Fine-tuned Dory</text> | |
| </g> | |
| <g id="patch_31"> | |
| <path d="M 297.341156 83.778281 | |
| L 319.341156 83.778281 | |
| L 319.341156 76.078281 | |
| L 297.341156 76.078281 | |
| z | |
| " style="fill: #5077ad; stroke: #5077ad; stroke-linejoin: miter"/> | |
| </g> | |
| <g id="text_60"> | |
| <text style="font: 11px 'DejaVu Sans'; text-anchor: start" x="328.141156" y="83.778281" transform="rotate(-0 328.141156 83.778281)">Hosted decision models</text> | |
| </g> | |
| </g> | |
| </g> | |
| <defs> | |
| <clipPath id="p6178d32981"> | |
| <rect x="271.728" y="145.08" width="228.342857" height="215.28"/> | |
| </clipPath> | |
| <clipPath id="p3d67fdc792"> | |
| <rect x="541.172571" y="145.08" width="228.342857" height="215.28"/> | |
| </clipPath> | |
| <clipPath id="p68e7947842"> | |
| <rect x="810.617143" y="145.08" width="228.342857" height="215.28"/> | |
| </clipPath> | |
| </defs> | |
| </svg> | |