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

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

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"

eyad-silx commited on 13 days ago

Commit

0c3ede0

verified ·

1 Parent(s): a955a08

push artifacts/logs/measure.log

Browse files

Files changed (1) hide show

artifacts/logs/measure.log +34 -34

artifacts/logs/measure.log CHANGED Viewed

@@ -1,23 +1,23 @@
-2026-10-26 02:28:38.058 | INFO     | eval_service.servers:serve:505 - starting the teacher on GPUs (0,): /root/models/teacher
-2026-10-26 02:29:38.237 | INFO     | eval_service.servers:serve:514 - the teacher is ready, 60s into serve
 teacher 1/16: affine/train/math_prealgebra-4363603/en p73 a130
 teacher 2/16: affine/train/math_algebra-7595820/en p86 a378
 teacher 3/16: affine/train/math_geometry-2333548/en p110 a242
-teacher 4/16: affine/train/math_algebra-15977093/en p95 a231
 teacher 5/16: affine/train/math_prealgebra-6982828/en p87 a199
 teacher 6/16: affine/train/math_algebra-15278704/en p90 a266
 teacher 7/16: affine/train/math_number_theory-5402571/en p85 a278
-teacher 8/16: affine/train/math_algebra-10810849/en p118 a454
-teacher 9/16: affine/train/math_geometry-3090335/en p93 a620
-teacher 10/16: affine/train/math_intermediate_algebra-5570402/en p71 a508
-teacher 11/16: affine/train/math_intermediate_algebra-8535128/en p99 a359
-teacher 12/16: affine/train/math_intermediate_algebra-11925264/en p94 a504
 teacher 13/16: affine/train/math_algebra-7745671/en p96 a435
-teacher 14/16: affine/train/math_precalculus-2471323/en p86 a792
-teacher 15/16: affine/train/math_prealgebra-7667387/en p86 a1681
-teacher 16/16: affine/train/math_precalculus-9027392/en p158 a1013
-2026-10-26 02:30:27.254 | INFO     | eval_service.servers:serve:505 - starting the king on GPUs (0,): /root/models/king-ix
-2026-10-26 02:30:29.326 | INFO     | eval_service.servers:serve:514 - the king is ready, 2s into serve
 king 1/16: affine/train/math_prealgebra-4363603/en
 king 2/16: affine/train/math_algebra-7595820/en
 king 3/16: affine/train/math_geometry-2333548/en
@@ -34,8 +34,8 @@ king 13/16: affine/train/math_algebra-7745671/en
 king 14/16: affine/train/math_precalculus-2471323/en
 king 15/16: affine/train/math_prealgebra-7667387/en
 king 16/16: affine/train/math_precalculus-9027392/en
-2026-10-26 02:30:37.740 | INFO     | eval_service.servers:serve:505 - starting the challenger on GPUs (0,): /root/models/chal-identity
-2026-10-26 02:30:39.972 | INFO     | eval_service.servers:serve:514 - the challenger is ready, 2s into serve
 challenger 1/16: affine/train/math_prealgebra-4363603/en
 challenger 2/16: affine/train/math_algebra-7595820/en
 challenger 3/16: affine/train/math_geometry-2333548/en
@@ -52,23 +52,23 @@ challenger 13/16: affine/train/math_algebra-7745671/en
 challenger 14/16: affine/train/math_precalculus-2471323/en
 challenger 15/16: affine/train/math_prealgebra-7667387/en
 challenger 16/16: affine/train/math_precalculus-9027392/en
-scored affine/train/math_prealgebra-4363603/en: king KL 0.0097 challenger KL 0.0097
-scored affine/train/math_algebra-7595820/en: king KL 0.0239 challenger KL 0.0239
-scored affine/train/math_geometry-2333548/en: king KL 0.0153 challenger KL 0.0153
-scored affine/train/math_algebra-15977093/en: king KL 0.0128 challenger KL 0.0128
-scored affine/train/math_prealgebra-6982828/en: king KL 0.0243 challenger KL 0.0243
-scored affine/train/math_algebra-15278704/en: king KL 0.0126 challenger KL 0.0126
-scored affine/train/math_number_theory-5402571/en: king KL 0.0290 challenger KL 0.0290
-scored affine/train/math_algebra-10810849/en: king KL 0.0385 challenger KL 0.0385
-scored affine/train/math_geometry-3090335/en: king KL 0.0298 challenger KL 0.0298
-scored affine/train/math_intermediate_algebra-5570402/en: king KL 0.0223 challenger KL 0.0223
-scored affine/train/math_intermediate_algebra-8535128/en: king KL 0.0225 challenger KL 0.0225
-scored affine/train/math_intermediate_algebra-11925264/en: king KL 0.0297 challenger KL 0.0297
-scored affine/train/math_algebra-7745671/en: king KL 0.0204 challenger KL 0.0204
-scored affine/train/math_precalculus-2471323/en: king KL 0.0118 challenger KL 0.0118
-scored affine/train/math_prealgebra-7667387/en: king KL 0.0198 challenger KL 0.0198
-scored affine/train/math_precalculus-9027392/en: king KL 0.0282 challenger KL 0.0282
 teacher      KL 0.000000  distance 0.00000
-king         KL 0.022700  distance 0.29762
-challenger   KL 0.022700  distance 0.29762
-margin needed: KL 0.000340  dist 0.002500 ; challenger leads by KL 0.000000 (0.000%) dist 0.000000 (0.000%)

+2026-10-26 09:54:57.449 | INFO     | eval_service.servers:serve:505 - starting the teacher on GPUs (0,): /root/models/teacher
+2026-10-26 09:55:57.630 | INFO     | eval_service.servers:serve:514 - the teacher is ready, 60s into serve
 teacher 1/16: affine/train/math_prealgebra-4363603/en p73 a130
 teacher 2/16: affine/train/math_algebra-7595820/en p86 a378
 teacher 3/16: affine/train/math_geometry-2333548/en p110 a242
+teacher 4/16: affine/train/math_algebra-15977093/en p95 a253
 teacher 5/16: affine/train/math_prealgebra-6982828/en p87 a199
 teacher 6/16: affine/train/math_algebra-15278704/en p90 a266
 teacher 7/16: affine/train/math_number_theory-5402571/en p85 a278
+teacher 8/16: affine/train/math_algebra-10810849/en p118 a508
+teacher 9/16: affine/train/math_geometry-3090335/en p93 a785
+teacher 10/16: affine/train/math_intermediate_algebra-5570402/en p71 a536
+teacher 11/16: affine/train/math_intermediate_algebra-8535128/en p99 a377
+teacher 12/16: affine/train/math_intermediate_algebra-11925264/en p94 a456
 teacher 13/16: affine/train/math_algebra-7745671/en p96 a435
+teacher 14/16: affine/train/math_precalculus-2471323/en p86 a691
+teacher 15/16: affine/train/math_prealgebra-7667387/en p86 a1209
+teacher 16/16: affine/train/math_precalculus-9027392/en p158 a1382
+2026-10-26 09:56:45.487 | INFO     | eval_service.servers:serve:505 - starting the king on GPUs (0,): /root/models/king-xii
+2026-10-26 09:56:47.931 | INFO     | eval_service.servers:serve:514 - the king is ready, 2s into serve
 king 1/16: affine/train/math_prealgebra-4363603/en
 king 2/16: affine/train/math_algebra-7595820/en
 king 3/16: affine/train/math_geometry-2333548/en
 king 14/16: affine/train/math_precalculus-2471323/en
 king 15/16: affine/train/math_prealgebra-7667387/en
 king 16/16: affine/train/math_precalculus-9027392/en
+2026-10-26 09:56:56.583 | INFO     | eval_service.servers:serve:505 - starting the challenger on GPUs (0,): /root/models/chal-norms
+2026-10-26 09:56:58.359 | INFO     | eval_service.servers:serve:514 - the challenger is ready, 2s into serve
 challenger 1/16: affine/train/math_prealgebra-4363603/en
 challenger 2/16: affine/train/math_algebra-7595820/en
 challenger 3/16: affine/train/math_geometry-2333548/en
 challenger 14/16: affine/train/math_precalculus-2471323/en
 challenger 15/16: affine/train/math_prealgebra-7667387/en
 challenger 16/16: affine/train/math_precalculus-9027392/en
+scored affine/train/math_prealgebra-4363603/en: king KL 0.0088 challenger KL 0.0626
+scored affine/train/math_algebra-7595820/en: king KL 0.0239 challenger KL 0.0727
+scored affine/train/math_geometry-2333548/en: king KL 0.0159 challenger KL 0.0642
+scored affine/train/math_algebra-15977093/en: king KL 0.0126 challenger KL 0.0854
+scored affine/train/math_prealgebra-6982828/en: king KL 0.0253 challenger KL 0.0667
+scored affine/train/math_algebra-15278704/en: king KL 0.0130 challenger KL 0.0555
+scored affine/train/math_number_theory-5402571/en: king KL 0.0286 challenger KL 0.1200
+scored affine/train/math_algebra-10810849/en: king KL 0.0421 challenger KL 0.1682
+scored affine/train/math_geometry-3090335/en: king KL 0.0232 challenger KL 0.0757
+scored affine/train/math_intermediate_algebra-5570402/en: king KL 0.0298 challenger KL 0.0979
+scored affine/train/math_intermediate_algebra-8535128/en: king KL 0.0213 challenger KL 0.0584
+scored affine/train/math_intermediate_algebra-11925264/en: king KL 0.0326 challenger KL 0.0895
+scored affine/train/math_algebra-7745671/en: king KL 0.0203 challenger KL 0.0663
+scored affine/train/math_precalculus-2471323/en: king KL 0.0104 challenger KL 0.0491
+scored affine/train/math_prealgebra-7667387/en: king KL 0.0180 challenger KL 0.0764
+scored affine/train/math_precalculus-9027392/en: king KL 0.0295 challenger KL 0.0901
 teacher      KL 0.000000  distance 0.00000
+king         KL 0.023454  distance 0.28739
+challenger   KL 0.082946  distance 0.28774
+margin needed: KL 0.000352  dist 0.002414 ; challenger leads by KL -0.059493 (-253.659%) dist -0.000354 (-0.123%)