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"

progress / artifacts /logs /hf_upload.log

eyad-silx

push artifacts/logs/hf_upload.log

a91284d verified 17 days ago

Raw History Blame Contribute Delete

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No files have been modified since last commit. Skipping to prevent empty commit.
GGUF uploaded: https://huggingface.co/eyad-silx/progress/commit/e0eef2ecd6a91f4cdbf674e8ebe29c482bc38dbf
uploaded proof/measure_identity.jsonl
uploaded proof/identity.log
uploaded proof/identity_check.py
uploaded proof/run_identity.sh
ALL DONE

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	...tity/Ingot-IX-27B-Q2.gguf: 60%\|█████▉ \| 4.30GB / 7.21GB [A[A Processing Files (0 / 1) : 60%\|█████▉ \| 4.30GB / 7.21GB, 296MB/s

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	...tity/Ingot-IX-27B-Q2.gguf: 62%\|██████▏ \| 4.49GB / 7.21GB [A[A Processing Files (0 / 1) : 62%\|██████▏ \| 4.49GB / 7.21GB, 305MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 63%\|██████▎ \| 4.55GB / 7.21GB [A[A Processing Files (0 / 1) : 63%\|██████▎ \| 4.55GB / 7.21GB, 308MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 64%\|██████▍ \| 4.62GB / 7.21GB [A[A Processing Files (0 / 1) : 64%\|██████▍ \| 4.62GB / 7.21GB, 311MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 65%\|██████▌ \| 4.69GB / 7.21GB [A[A Processing Files (0 / 1) : 65%\|██████▌ \| 4.69GB / 7.21GB, 314MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 66%\|██████▌ \| 4.75GB / 7.21GB [A[A Processing Files (0 / 1) : 66%\|██████▌ \| 4.75GB / 7.21GB, 317MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 67%\|██████▋ \| 4.82GB / 7.21GB [A[A Processing Files (0 / 1) : 67%\|██████▋ \| 4.82GB / 7.21GB, 319MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 68%\|██████▊ \| 4.89GB / 7.21GB [A[A Processing Files (0 / 1) : 68%\|██████▊ \| 4.89GB / 7.21GB, 323MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 69%\|██████▊ \| 4.95GB / 7.21GB [A[A Processing Files (0 / 1) : 69%\|██████▊ \| 4.95GB / 7.21GB, 325MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 70%\|██████▉ \| 5.02GB / 7.21GB [A[A Processing Files (0 / 1) : 70%\|██████▉ \| 5.02GB / 7.21GB, 328MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 70%\|███████ \| 5.08GB / 7.21GB [A[A Processing Files (0 / 1) : 70%\|███████ \| 5.08GB / 7.21GB, 331MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 71%\|███████▏ \| 5.15GB / 7.21GB [A[A Processing Files (0 / 1) : 71%\|███████▏ \| 5.15GB / 7.21GB, 334MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 72%\|███████▏ \| 5.21GB / 7.21GB [A[A Processing Files (0 / 1) : 72%\|███████▏ \| 5.21GB / 7.21GB, 336MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 73%\|███████▎ \| 5.27GB / 7.21GB [A[A Processing Files (0 / 1) : 73%\|███████▎ \| 5.28GB / 7.21GB, 339MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 74%\|███████▍ \| 5.34GB / 7.21GB [A[A Processing Files (0 / 1) : 74%\|███████▍ \| 5.34GB / 7.21GB, 341MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 75%\|███████▌ \| 5.41GB / 7.21GB [A[A Processing Files (0 / 1) : 75%\|███████▌ \| 5.41GB / 7.21GB, 344MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 76%\|███████▌ \| 5.47GB / 7.21GB [A[A Processing Files (0 / 1) : 76%\|███████▌ \| 5.47GB / 7.21GB, 346MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 77%\|███████▋ \| 5.53GB / 7.21GB [A[A Processing Files (0 / 1) : 77%\|███████▋ \| 5.53GB / 7.21GB, 348MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 77%\|███████▋ \| 5.58GB / 7.21GB [A[A Processing Files (0 / 1) : 77%\|███████▋ \| 5.58GB / 7.21GB, 350MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 78%\|███████▊ \| 5.65GB / 7.21GB [A[A Processing Files (0 / 1) : 78%\|███████▊ \| 5.65GB / 7.21GB, 352MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 79%\|███████▉ \| 5.71GB / 7.21GB [A[A Processing Files (0 / 1) : 79%\|███████▉ \| 5.71GB / 7.21GB, 354MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 80%\|████████ \| 5.78GB / 7.21GB [A[A Processing Files (0 / 1) : 80%\|████████ \| 5.78GB / 7.21GB, 357MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 81%\|████████ \| 5.85GB / 7.21GB [A[A Processing Files (0 / 1) : 81%\|████████ \| 5.85GB / 7.21GB, 360MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 82%\|████████▏ \| 5.91GB / 7.21GB [A[A Processing Files (0 / 1) : 82%\|████████▏ \| 5.91GB / 7.21GB, 362MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 83%\|████████▎ \| 5.98GB / 7.21GB [A[A Processing Files (0 / 1) : 83%\|████████▎ \| 5.98GB / 7.21GB, 365MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 84%\|████████▍ \| 6.05GB / 7.21GB [A[A Processing Files (0 / 1) : 84%\|████████▍ \| 6.05GB / 7.21GB, 367MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 85%\|████████▍ \| 6.11GB / 7.21GB [A[A Processing Files (0 / 1) : 85%\|████████▍ \| 6.11GB / 7.21GB, 369MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 86%\|████████▌ \| 6.18GB / 7.21GB [A[A Processing Files (0 / 1) : 86%\|████████▌ \| 6.18GB / 7.21GB, 372MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 87%\|████████▋ \| 6.25GB / 7.21GB [A[A Processing Files (0 / 1) : 87%\|████████▋ \| 6.25GB / 7.21GB, 374MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 88%\|████████▊ \| 6.31GB / 7.21GB [A[A Processing Files (0 / 1) : 88%\|████████▊ \| 6.31GB / 7.21GB, 377MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 89%\|████████▊ \| 6.38GB / 7.21GB [A[A Processing Files (0 / 1) : 89%\|████████▊ \| 6.38GB / 7.21GB, 379MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 89%\|████████▉ \| 6.45GB / 7.21GB [A[A Processing Files (0 / 1) : 89%\|████████▉ \| 6.45GB / 7.21GB, 381MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 90%\|█████████ \| 6.51GB / 7.21GB [A[A Processing Files (0 / 1) : 90%\|█████████ \| 6.51GB / 7.21GB, 384MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 91%\|█████████▏\| 6.58GB / 7.21GB [A[A Processing Files (0 / 1) : 91%\|█████████▏\| 6.58GB / 7.21GB, 386MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 92%\|█████████▏\| 6.64GB / 7.21GB [A[A Processing Files (0 / 1) : 92%\|█████████▏\| 6.64GB / 7.21GB, 388MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 93%\|█████████▎\| 6.70GB / 7.21GB [A[A Processing Files (0 / 1) : 93%\|█████████▎\| 6.70GB / 7.21GB, 390MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 94%\|█████████▍\| 6.77GB / 7.21GB [A[A Processing Files (0 / 1) : 94%\|█████████▍\| 6.77GB / 7.21GB, 392MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 95%\|█████████▍\| 6.83GB / 7.21GB [A[A Processing Files (0 / 1) : 95%\|█████████▍\| 6.83GB / 7.21GB, 394MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 96%\|█████████▌\| 6.90GB / 7.21GB [A[A Processing Files (0 / 1) : 96%\|█████████▌\| 6.90GB / 7.21GB, 396MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 97%\|█████████▋\| 6.97GB / 7.21GB [A[A Processing Files (0 / 1) : 97%\|█████████▋\| 6.97GB / 7.21GB, 398MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 98%\|█████████▊\| 7.03GB / 7.21GB [A[A Processing Files (0 / 1) : 98%\|█████████▊\| 7.03GB / 7.21GB, 400MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 98%\|█████████▊\| 7.10GB / 7.21GB [A[A Processing Files (0 / 1) : 98%\|█████████▊\| 7.10GB / 7.21GB, 402MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 99%\|█████████▉\| 7.16GB / 7.21GB [A[A Processing Files (0 / 1) : 99%\|█████████▉\| 7.16GB / 7.21GB, 404MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 100%\|██████████\| 7.21GB / 7.21GB [A[A Processing Files (1 / 1) : 100%\|██████████\| 7.21GB / 7.21GB, 404MB/s

	...tity/Ingot-IX-27B-Q2.gguf: 100%\|██████████\| 7.21GB / 7.21GB [A[A


	Validating : \| 0% [A[A[A


	Validating : \| 0% [A[A[A

	...tity/Ingot-IX-27B-Q2.gguf: 100%\|██████████\| 7.21GB / 7.21GB [A[A


	Validating : \| 0% [A[A[A

	...tity/Ingot-IX-27B-Q2.gguf: 100%\|██████████\| 7.21GB / 7.21GB [A[A


	Validating : \| 0% [A[A[A

	...tity/Ingot-IX-27B-Q2.gguf: 100%\|██████████\| 7.21GB / 7.21GB [A[A


	Validating : \| 0% [A[A[A

	...tity/Ingot-IX-27B-Q2.gguf: 100%\|██████████\| 7.21GB / 7.21GB [A[A


	Validating : ██████████\| 100% [A[A[A Processing Files (1 / 1) : 100%\|██████████\| 7.21GB / 7.21GB, 389MB/s
	New Data Upload : \| \| 0.00B / 0.00B, 0.00B/s
	Validating : ██████████\| 100%
	...tity/Ingot-IX-27B-Q2.gguf: 100%\|██████████\| 7.21GB / 7.21GB
	No files have been modified since last commit. Skipping to prevent empty commit.
	GGUF uploaded: https://huggingface.co/eyad-silx/progress/commit/e0eef2ecd6a91f4cdbf674e8ebe29c482bc38dbf
	uploaded proof/measure_identity.jsonl
	uploaded proof/identity.log
	uploaded proof/identity_check.py
	uploaded proof/run_identity.sh
	ALL DONE