Instructions to use eyad-silx/progress 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 eyad-silx/progress 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 eyad-silx/progress # Run inference directly in the terminal: llama cli -hf eyad-silx/progress
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf eyad-silx/progress # Run inference directly in the terminal: llama cli -hf eyad-silx/progress
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf eyad-silx/progress # Run inference directly in the terminal: ./build/bin/llama cli -hf eyad-silx/progress
Use Docker
docker model run hf.co/eyad-silx/progress
- Llama new
- LM Studio
- Jan
- Ollama
How to use eyad-silx/progress with Ollama:
ollama run hf.co/eyad-silx/progress
- Unsloth Desktop
- Pi
How to use eyad-silx/progress with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf eyad-silx/progress
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": "eyad-silx/progress" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use eyad-silx/progress with Docker Model Runner:
docker model run hf.co/eyad-silx/progress
- Lemonade
How to use eyad-silx/progress with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull eyad-silx/progress
Run and chat with the model
lemonade run user.progress-{{QUANT_TAG}}List all available models
lemonade list
- Hermes Agent
How to use eyad-silx/progress with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf eyad-silx/progress
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 eyad-silx/progress
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use eyad-silx/progress with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf eyad-silx/progress
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 "eyad-silx/progress" \ --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"
push artifacts/measure_identity.jsonl
Browse files
artifacts/measure_identity.jsonl
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{"id": "affine/train/math_algebra-15278704/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -8.547081e-09, "L16": -7.422465e-09, "L24": -1.057139e-08, "L32": -5.848003e-09, "L40": -6.747696e-09, "L48": -1.012154e-08, "L56": -1.079631e-08, "L64": -8.547081e-09}}, "king": {"kl": 0.01264648, "top1_agreement": 0.9736842, "dist": 0.2924044, "one_minus_cos_by_layer": {"L08": 0.00416684, "L16": 0.008000359, "L24": 0.02136002, "L32": 0.03076901, "L40": 0.04929874, "L48": 0.06516055, "L56": 0.1111111, "L64": 0.1503049}}, "challenger": {"kl": 0.01264648, "top1_agreement": 0.9736842, "dist": 0.2924044, "one_minus_cos_by_layer": {"L08": 0.00416684, "L16": 0.008000359, "L24": 0.02136002, "L32": 0.03076901, "L40": 0.04929874, "L48": 0.06516055, "L56": 0.1111111, "L64": 0.1503049}}}
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{"id": "affine/train/math_number_theory-5402571/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -1.398665e-08, "L16": -1.377147e-08, "L24": -9.037527e-09, "L32": -1.398665e-08, "L40": -8.607169e-09, "L48": -1.334111e-08, "L56": -8.39199e-09, "L64": -8.17681e-09}}, "king": {"kl": 0.02901073, "top1_agreement": 0.9532374, "dist": 0.3007503, "one_minus_cos_by_layer": {"L08": 0.004335261, "L16": 0.008441396, "L24": 0.02485562, "L32": 0.034765, "L40": 0.05053405, "L48": 0.06415482, "L56": 0.1012782, "L64": 0.1556624}}, "challenger": {"kl": 0.02901073, "top1_agreement": 0.9532374, "dist": 0.3007503, "one_minus_cos_by_layer": {"L08": 0.004335261, "L16": 0.008441396, "L24": 0.02485562, "L32": 0.034765, "L40": 0.05053405, "L48": 0.06415482, "L56": 0.1012782, "L64": 0.1556624}}}
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| 8 |
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{"id": "affine/train/math_algebra-10810849/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -1.302618e-08, "L16": -8.68412e-09, "L24": -1.013147e-08, "L32": -1.328934e-08, "L40": -7.105189e-09, "L48": -1.565773e-08, "L56": -1.210514e-08, "L64": -4.736793e-09}}, "king": {"kl": 0.03853056, "top1_agreement": 0.9162996, "dist": 0.3019714, "one_minus_cos_by_layer": {"L08": 0.005038486, "L16": 0.008984667, "L24": 0.02401884, "L32": 0.03209871, "L40": 0.04696331, "L48": 0.05988182, "L56": 0.1004687, "L64": 0.190656}}, "challenger": {"kl": 0.03853056, "top1_agreement": 0.9162996, "dist": 0.3019714, "one_minus_cos_by_layer": {"L08": 0.005038486, "L16": 0.008984667, "L24": 0.02401884, "L32": 0.03209871, "L40": 0.04696331, "L48": 0.05988182, "L56": 0.1004687, "L64": 0.190656}}}
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| 9 |
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{"id": "affine/train/math_geometry-3090335/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -1.29994e-08, "L16": -1.165131e-08, "L24": -1.473265e-08, "L32": -1.367344e-08, "L40": -8.858849e-09, "L48": -1.675478e-08, "L56": -5.970094e-09, "L64": -8.569973e-09}}, "king": {"kl": 0.02980401, "top1_agreement": 0.933871, "dist": 0.2950616, "one_minus_cos_by_layer": {"L08": 0.003894921, "L16": 0.006831488, "L24": 0.02117044, "L32": 0.03070979, "L40": 0.04703223, "L48": 0.06214545, "L56": 0.1024412, "L64": 0.1796356}}, "challenger": {"kl": 0.02980401, "top1_agreement": 0.933871, "dist": 0.2950616, "one_minus_cos_by_layer": {"L08": 0.003894921, "L16": 0.006831488, "L24": 0.02117044, "L32": 0.03070979, "L40": 0.04703223, "L48": 0.06214545, "L56": 0.1024412, "L64": 0.1796356}}}
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| 10 |
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{"id": "affine/train/math_intermediate_algebra-5570402/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -1.128609e-08, "L16": -6.583551e-09, "L24": -5.17279e-09, "L32": -6.583551e-09, "L40": -1.163878e-08, "L48": -1.18739e-08, "L56": -9.052382e-09, "L64": -9.169945e-09}}, "king": {"kl": 0.02227112, "top1_agreement": 0.9645669, "dist": 0.2996431, "one_minus_cos_by_layer": {"L08": 0.004407341, "L16": 0.007937988, "L24": 0.02325553, "L32": 0.03113567, "L40": 0.05158146, "L48": 0.06442017, "L56": 0.1068611, "L64": 0.1697888}}, "challenger": {"kl": 0.02227112, "top1_agreement": 0.9645669, "dist": 0.2996431, "one_minus_cos_by_layer": {"L08": 0.004407341, "L16": 0.007937988, "L24": 0.02325553, "L32": 0.03113567, "L40": 0.05158146, "L48": 0.06442017, "L56": 0.1068611, "L64": 0.1697888}}}
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| 11 |
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{"id": "affine/train/math_intermediate_algebra-8535128/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -9.823112e-09, "L16": -4.994803e-09, "L24": -4.495322e-09, "L32": -1.365246e-08, "L40": -1.065558e-08, "L48": -6.32675e-09, "L56": -1.331947e-08, "L64": -3.329868e-09}}, "king": {"kl": 0.02248594, "top1_agreement": 0.9665738, "dist": 0.2958219, "one_minus_cos_by_layer": {"L08": 0.004046309, "L16": 0.008132297, "L24": 0.02187022, "L32": 0.03146052, "L40": 0.05166209, "L48": 0.0652599, "L56": 0.1108644, "L64": 0.1620229}}, "challenger": {"kl": 0.02248594, "top1_agreement": 0.9665738, "dist": 0.2958219, "one_minus_cos_by_layer": {"L08": 0.004046309, "L16": 0.008132297, "L24": 0.02187022, "L32": 0.03146052, "L40": 0.05166209, "L48": 0.0652599, "L56": 0.1108644, "L64": 0.1620229}}}
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| 12 |
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{"id": "affine/train/math_intermediate_algebra-11925264/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -5.095427e-09, "L16": -5.213925e-09, "L24": -6.754403e-09, "L32": -1.042785e-08, "L40": -8.294881e-09, "L48": -1.113884e-08, "L56": -5.213925e-09, "L64": -1.102034e-08}}, "king": {"kl": 0.02973953, "top1_agreement": 0.9484127, "dist": 0.2906918, "one_minus_cos_by_layer": {"L08": 0.004288006, "L16": 0.007853927, "L24": 0.02001938, "L32": 0.02821674, "L40": 0.04260301, "L48": 0.05700934, "L56": 0.09409105, "L64": 0.1726856}}, "challenger": {"kl": 0.02973953, "top1_agreement": 0.9484127, "dist": 0.2906918, "one_minus_cos_by_layer": {"L08": 0.004288006, "L16": 0.007853927, "L24": 0.02001938, "L32": 0.02821674, "L40": 0.04260301, "L48": 0.05700934, "L56": 0.09409105, "L64": 0.1726856}}}
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| 13 |
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{"id": "affine/train/math_algebra-7745671/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -7.416246e-09, "L16": -7.553584e-09, "L24": -1.332178e-08, "L32": -6.729557e-09, "L40": -1.153638e-08, "L48": -5.905529e-09, "L56": -1.0163e-08, "L64": -1.098703e-08}}, "king": {"kl": 0.02042333, "top1_agreement": 0.9724138, "dist": 0.290773, "one_minus_cos_by_layer": {"L08": 0.004490178, "L16": 0.007830376, "L24": 0.02021294, "L32": 0.02981198, "L40": 0.04758993, "L48": 0.06342949, "L56": 0.1042148, "L64": 0.1566173}}, "challenger": {"kl": 0.02042333, "top1_agreement": 0.9724138, "dist": 0.290773, "one_minus_cos_by_layer": {"L08": 0.004490178, "L16": 0.007830376, "L24": 0.02021294, "L32": 0.02981198, "L40": 0.04758993, "L48": 0.06342949, "L56": 0.1042148, "L64": 0.1566173}}}
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| 14 |
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{"id": "affine/train/math_precalculus-2471323/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -7.46e-09, "L16": -6.40505e-09, "L24": -1.085091e-08, "L32": -1.424182e-08, "L40": -1.635172e-08, "L48": -1.333758e-08, "L56": -3.164848e-09, "L64": -1.228263e-08}}, "king": {"kl": 0.01176206, "top1_agreement": 0.9785354, "dist": 0.2946881, "one_minus_cos_by_layer": {"L08": 0.004380302, "L16": 0.007496641, "L24": 0.02198419, "L32": 0.03147625, "L40": 0.04996329, "L48": 0.0619248, "L56": 0.1078225, "L64": 0.1682427}}, "challenger": {"kl": 0.01176206, "top1_agreement": 0.9785354, "dist": 0.2946881, "one_minus_cos_by_layer": {"L08": 0.004380302, "L16": 0.007496641, "L24": 0.02198419, "L32": 0.03147625, "L40": 0.04996329, "L48": 0.0619248, "L56": 0.1078225, "L64": 0.1682427}}}
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{"id": "affine/train/math_prealgebra-7667387/en", "teacher": {"kl": 0.0, "top1_agreement": 1.0, "dist": 0.0, "one_minus_cos_by_layer": {"L08": -5.463759e-09, "L16": -1.050177e-08, "L24": -9.224528e-09, "L32": -1.014698e-08, "L40": -9.579318e-09, "L48": -8.727823e-09, "L56": -1.209832e-08, "L64": -9.543839e-09}}, "king": {"kl": 0.01983571, "top1_agreement": 0.9702558, "dist": 0.3009408, "one_minus_cos_by_layer": {"L08": 0.004308957, "L16": 0.007580178, "L24": 0.02448115, "L32": 0.03483817, "L40": 0.05299295, "L48": 0.06912803, "L56": 0.1127422, "L64": 0.1619452}}, "challenger": {"kl": 0.01983571, "top1_agreement": 0.9702558, "dist": 0.3009408, "one_minus_cos_by_layer": {"L08": 0.004308957, "L16": 0.007580178, "L24": 0.02448115, "L32": 0.03483817, "L40": 0.05299295, "L48": 0.06912803, "L56": 0.1127422, "L64": 0.1619452}}}
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| 16 |
+
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|