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/scripts/hf_push.py
Browse files- artifacts/scripts/hf_push.py +47 -13
artifacts/scripts/hf_push.py
CHANGED
|
@@ -2,19 +2,23 @@
|
|
| 2 |
"""Push Ingot (SN97) build-pod artifacts to HF repo eyad-silx/progress.
|
| 3 |
|
| 4 |
Modes: --small (docs/logs/scripts), --big (GGUFs + QAT states), default = both.
|
| 5 |
-
Only uploads new/changed files (size+mtime_ns fingerprint)
|
| 6 |
-
|
|
|
|
|
|
|
|
|
|
| 7 |
"""
|
| 8 |
-
import argparse, glob, hashlib, json, os, sys
|
| 9 |
from datetime import datetime, timezone
|
| 10 |
from pathlib import Path
|
| 11 |
from huggingface_hub import HfApi
|
| 12 |
|
| 13 |
REPO = "eyad-silx/progress"
|
| 14 |
-
# Free-plan private-storage
|
| 15 |
# Files that hit the cap overflow to this private org repo (token has repo.write):
|
| 16 |
OVERFLOW_REPO = "silx-ai/Progress"
|
| 17 |
OVERFLOW_PREFIX = "ingot-backup/"
|
|
|
|
| 18 |
TOKEN = Path("/root/.hf_token").read_text().strip()
|
| 19 |
STATE_P = Path("/root/.hf_push_state.json")
|
| 20 |
LOG_P = Path("/root/hf_push.log")
|
|
@@ -30,10 +34,14 @@ Pushed by `hf_push.py` β checks hourly and uploads any new/changed artifact.
|
|
| 30 |
- `states/` β QAT state checkpoints (`t0..tN.safetensors`)
|
| 31 |
- `artifacts/` β `HANDOFF.md`, build/train/eval scripts, run logs, sample draws,
|
| 32 |
measurement results (`measure*.jsonl`, `pick*.jsonl`, `drawn.jsonl`)
|
| 33 |
-
- `MANIFEST.md` β size + sha256 + upload time of every artifact (regenerated each push)
|
|
|
|
|
|
|
| 34 |
- `PROGRESS.md` β push history
|
| 35 |
|
| 36 |
The GGUFs are ~6.8 GB each (PQ2_0 quantized 27B linear-attention models).
|
|
|
|
|
|
|
| 37 |
"""
|
| 38 |
|
| 39 |
def now():
|
|
@@ -97,7 +105,15 @@ def main():
|
|
| 97 |
else:
|
| 98 |
tracks = small_tracks() + big_tracks()
|
| 99 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 100 |
state = load_state()
|
|
|
|
| 101 |
api = HfApi(token=TOKEN)
|
| 102 |
results = []
|
| 103 |
for local, repo in tracks:
|
|
@@ -106,9 +122,10 @@ def main():
|
|
| 106 |
st = os.stat(local)
|
| 107 |
fp = f"{st.st_size}:{st.st_mtime_ns}"
|
| 108 |
prev = state.get(repo)
|
| 109 |
-
if prev and prev
|
| 110 |
results.append((repo, "unchanged"))
|
| 111 |
continue
|
|
|
|
| 112 |
try:
|
| 113 |
d = sha256(local)
|
| 114 |
dest = REPO
|
|
@@ -116,8 +133,7 @@ def main():
|
|
| 116 |
api.upload_file(path_or_fileobj=local, path_in_repo=repo, repo_id=REPO,
|
| 117 |
repo_type="model", commit_message=f"push {repo}")
|
| 118 |
except Exception as e1:
|
| 119 |
-
|
| 120 |
-
if "storage limit" not in msg.lower():
|
| 121 |
raise
|
| 122 |
api.upload_file(path_or_fileobj=local, path_in_repo=OVERFLOW_PREFIX + repo,
|
| 123 |
repo_id=OVERFLOW_REPO, repo_type="model",
|
|
@@ -125,24 +141,41 @@ def main():
|
|
| 125 |
dest = OVERFLOW_REPO
|
| 126 |
log("overflowed", local=local, repo=repo, to=OVERFLOW_REPO, sha256=d, size=st.st_size)
|
| 127 |
state[repo] = {"fp": fp, "sha256": d, "size": st.st_size, "uploaded_at": now(), "dest": dest}
|
|
|
|
|
|
|
| 128 |
save_state(state)
|
| 129 |
if dest == REPO:
|
| 130 |
log("uploaded", local=local, repo=repo, sha256=d, size=st.st_size)
|
| 131 |
results.append((repo, "uploaded"))
|
| 132 |
except Exception as e:
|
| 133 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 134 |
results.append((repo, "FAILED"))
|
| 135 |
|
| 136 |
# regenerate docs (manifest / progress / readme) from state
|
| 137 |
try:
|
| 138 |
manifest = ["# Manifest β eyad-silx/progress (+ overflow repo silx-ai/Progress)", "",
|
| 139 |
-
"Files with `stored in` = silx-ai/Progress live at `ingot-backup/<repo path>` in that repo",
|
| 140 |
-
"
|
|
|
|
|
|
|
| 141 |
"| repo path | size (bytes) | sha256 | uploaded (UTC) | stored in |",
|
| 142 |
"|---|---|---|---|---|"]
|
| 143 |
-
for repo in sorted(state):
|
| 144 |
v = state[repo]
|
| 145 |
manifest.append(f"| `{repo}` | {v['size']:,} | `{v['sha256']}` | {v['uploaded_at']} | {v.get('dest', REPO)} |")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 146 |
Path("/tmp/MANIFEST.md").write_text("\n".join(manifest) + "\n")
|
| 147 |
api.upload_file(path_or_fileobj="/tmp/MANIFEST.md", path_in_repo="MANIFEST.md",
|
| 148 |
repo_id=REPO, repo_type="model", commit_message="update MANIFEST.md")
|
|
@@ -163,7 +196,8 @@ def main():
|
|
| 163 |
n_up = sum(1 for r in results if r[1] == "uploaded")
|
| 164 |
n_un = sum(1 for r in results if r[1] == "unchanged")
|
| 165 |
n_fail = sum(1 for r in results if r[1] == "FAILED")
|
| 166 |
-
log("run_done", uploaded=n_up, unchanged=n_un, failed=n_fail
|
|
|
|
| 167 |
sys.exit(1 if n_fail else 0)
|
| 168 |
|
| 169 |
if __name__ == "__main__":
|
|
|
|
| 2 |
"""Push Ingot (SN97) build-pod artifacts to HF repo eyad-silx/progress.
|
| 3 |
|
| 4 |
Modes: --small (docs/logs/scripts), --big (GGUFs + QAT states), default = both.
|
| 5 |
+
Only uploads new/changed files (size+mtime_ns fingerprint). Files rejected by the
|
| 6 |
+
free-plan private-storage cap are retried on the overflow repo (silx-ai/Progress,
|
| 7 |
+
org quota) and, if that also fails, recorded as pending with sha256 in the
|
| 8 |
+
MANIFEST (bytes stay on the pod + local rescue cache).
|
| 9 |
+
State: /root/.hf_push_state.json. Log: /root/hf_push.log.
|
| 10 |
"""
|
| 11 |
+
import argparse, fcntl, glob, hashlib, json, os, sys
|
| 12 |
from datetime import datetime, timezone
|
| 13 |
from pathlib import Path
|
| 14 |
from huggingface_hub import HfApi
|
| 15 |
|
| 16 |
REPO = "eyad-silx/progress"
|
| 17 |
+
# Free-plan private-storage caps (~20 GiB user eyad-silx, org silx-ai also full).
|
| 18 |
# Files that hit the cap overflow to this private org repo (token has repo.write):
|
| 19 |
OVERFLOW_REPO = "silx-ai/Progress"
|
| 20 |
OVERFLOW_PREFIX = "ingot-backup/"
|
| 21 |
+
|
| 22 |
TOKEN = Path("/root/.hf_token").read_text().strip()
|
| 23 |
STATE_P = Path("/root/.hf_push_state.json")
|
| 24 |
LOG_P = Path("/root/hf_push.log")
|
|
|
|
| 34 |
- `states/` β QAT state checkpoints (`t0..tN.safetensors`)
|
| 35 |
- `artifacts/` β `HANDOFF.md`, build/train/eval scripts, run logs, sample draws,
|
| 36 |
measurement results (`measure*.jsonl`, `pick*.jsonl`, `drawn.jsonl`)
|
| 37 |
+
- `MANIFEST.md` β size + sha256 + upload time of every artifact (regenerated each push),
|
| 38 |
+
including a "Pending" section for files blocked by the free-plan private-storage cap
|
| 39 |
+
(their bytes are preserved on the build pod and in a local rescue cache)
|
| 40 |
- `PROGRESS.md` β push history
|
| 41 |
|
| 42 |
The GGUFs are ~6.8 GB each (PQ2_0 quantized 27B linear-attention models).
|
| 43 |
+
Note: chal-identity's GGUF is byte-identical to king-ix's (sha256 in MANIFEST) β the
|
| 44 |
+
identity refit test round-trips the king exactly.
|
| 45 |
"""
|
| 46 |
|
| 47 |
def now():
|
|
|
|
| 105 |
else:
|
| 106 |
tracks = small_tracks() + big_tracks()
|
| 107 |
|
| 108 |
+
lockf = open("/root/.hf_push.lock", "w")
|
| 109 |
+
try:
|
| 110 |
+
fcntl.flock(lockf, fcntl.LOCK_EX | fcntl.LOCK_NB)
|
| 111 |
+
except BlockingIOError:
|
| 112 |
+
log("skipped", reason="another push run in progress")
|
| 113 |
+
sys.exit(0)
|
| 114 |
+
|
| 115 |
state = load_state()
|
| 116 |
+
pending = state.get("_pending", {})
|
| 117 |
api = HfApi(token=TOKEN)
|
| 118 |
results = []
|
| 119 |
for local, repo in tracks:
|
|
|
|
| 122 |
st = os.stat(local)
|
| 123 |
fp = f"{st.st_size}:{st.st_mtime_ns}"
|
| 124 |
prev = state.get(repo)
|
| 125 |
+
if prev and prev.get("fp") == fp:
|
| 126 |
results.append((repo, "unchanged"))
|
| 127 |
continue
|
| 128 |
+
d = None
|
| 129 |
try:
|
| 130 |
d = sha256(local)
|
| 131 |
dest = REPO
|
|
|
|
| 133 |
api.upload_file(path_or_fileobj=local, path_in_repo=repo, repo_id=REPO,
|
| 134 |
repo_type="model", commit_message=f"push {repo}")
|
| 135 |
except Exception as e1:
|
| 136 |
+
if "storage limit" not in str(e1).lower():
|
|
|
|
| 137 |
raise
|
| 138 |
api.upload_file(path_or_fileobj=local, path_in_repo=OVERFLOW_PREFIX + repo,
|
| 139 |
repo_id=OVERFLOW_REPO, repo_type="model",
|
|
|
|
| 141 |
dest = OVERFLOW_REPO
|
| 142 |
log("overflowed", local=local, repo=repo, to=OVERFLOW_REPO, sha256=d, size=st.st_size)
|
| 143 |
state[repo] = {"fp": fp, "sha256": d, "size": st.st_size, "uploaded_at": now(), "dest": dest}
|
| 144 |
+
pending.pop(repo, None)
|
| 145 |
+
state["_pending"] = pending
|
| 146 |
save_state(state)
|
| 147 |
if dest == REPO:
|
| 148 |
log("uploaded", local=local, repo=repo, sha256=d, size=st.st_size)
|
| 149 |
results.append((repo, "uploaded"))
|
| 150 |
except Exception as e:
|
| 151 |
+
entry = {"fp": fp, "size": st.st_size, "blocked_at": now()}
|
| 152 |
+
if d:
|
| 153 |
+
entry["sha256"] = d
|
| 154 |
+
pending[repo] = entry
|
| 155 |
+
state["_pending"] = pending
|
| 156 |
+
save_state(state)
|
| 157 |
+
log("error", local=local, repo=repo, err=repr(e)[:400])
|
| 158 |
results.append((repo, "FAILED"))
|
| 159 |
|
| 160 |
# regenerate docs (manifest / progress / readme) from state
|
| 161 |
try:
|
| 162 |
manifest = ["# Manifest β eyad-silx/progress (+ overflow repo silx-ai/Progress)", "",
|
| 163 |
+
"Files with `stored in` = silx-ai/Progress live at `ingot-backup/<repo path>` in that repo.",
|
| 164 |
+
"Free-plan private-storage caps (~20 GiB user eyad-silx; org silx-ai also at cap) block",
|
| 165 |
+
"the rest β see the Pending section; those bytes live on the build pod and in a local",
|
| 166 |
+
"rescue cache, and push automatically once a cap is lifted (plan upgrade / space freed).", "",
|
| 167 |
"| repo path | size (bytes) | sha256 | uploaded (UTC) | stored in |",
|
| 168 |
"|---|---|---|---|---|"]
|
| 169 |
+
for repo in sorted(k for k in state if not k.startswith("_")):
|
| 170 |
v = state[repo]
|
| 171 |
manifest.append(f"| `{repo}` | {v['size']:,} | `{v['sha256']}` | {v['uploaded_at']} | {v.get('dest', REPO)} |")
|
| 172 |
+
if pending:
|
| 173 |
+
manifest += ["", "## Pending β blocked by private-storage quota", "",
|
| 174 |
+
"| repo path | size (bytes) | sha256 | blocked (UTC) |",
|
| 175 |
+
"|---|---|---|---|"]
|
| 176 |
+
for repo in sorted(pending):
|
| 177 |
+
v = pending[repo]
|
| 178 |
+
manifest.append(f"| `{repo}` | {v['size']:,} | `{v.get('sha256', '(hash pending)')}` | {v['blocked_at']} |")
|
| 179 |
Path("/tmp/MANIFEST.md").write_text("\n".join(manifest) + "\n")
|
| 180 |
api.upload_file(path_or_fileobj="/tmp/MANIFEST.md", path_in_repo="MANIFEST.md",
|
| 181 |
repo_id=REPO, repo_type="model", commit_message="update MANIFEST.md")
|
|
|
|
| 196 |
n_up = sum(1 for r in results if r[1] == "uploaded")
|
| 197 |
n_un = sum(1 for r in results if r[1] == "unchanged")
|
| 198 |
n_fail = sum(1 for r in results if r[1] == "FAILED")
|
| 199 |
+
log("run_done", uploaded=n_up, unchanged=n_un, failed=n_fail,
|
| 200 |
+
pending=len(pending))
|
| 201 |
sys.exit(1 if n_fail else 0)
|
| 202 |
|
| 203 |
if __name__ == "__main__":
|