Switch agent discovery to ModelScope

modelhub_submmit_api/README.md

@@ -1,6 +1,6 @@
 # ModelHub Submission Runner
 
-This package automates Hugging Face model discovery and ModelHub submission.
+This package automates ModelScope model discovery and ModelHub submission.
 It currently supports:
 
 - one-shot submission planning via `main.py`
@@ -15,7 +15,7 @@ It currently supports:
 - `daily_runner.py`: daily wave orchestration
 - `poll_runner.py`: long-running queue refiller
 - `runner_common.py`: shared token / key file loading
-- `hf_discovery.py`: Hugging Face model discovery and inspection
+- `modelscope_discovery.py`: ModelScope model discovery and inspection
 - `modelhub_client.py`: ModelHub API client
 - `history_stats.py`: online history aggregation, ranking, and warnings
 - `template_selector.py`: template lookup and GPU normalization
@@ -24,7 +24,7 @@ It currently supports:
 
 ## Key Files
 
-- `KEY.md`: optional local Hugging Face and ModelHub tokens
+- `KEY.md`: optional local ModelScope and ModelHub tokens
 - `templates/public_submit/adapt_task_templates.jsonl`: public submit templates
 
 The agent platform deployment should use environment variables instead of key
@@ -81,9 +81,9 @@ bash run_poll.sh --dry-run
 Common flags:
 
 - `--daily-target`: total target submissions for the day; `0` means unlimited
-- `--min-downloads`: Hugging Face download floor
+- `--min-downloads`: ModelScope download floor
 - `--history-stats-threshold`: local ledger threshold before using online history stats
-- `--max-scan-models`: hard cap on scanned HF models for a run (0 = auto)
+- `--max-scan-models`: hard cap on scanned ModelScope models for a run (0 = auto)
 - `--scan-multiplier`: multiplier used for auto scan cap derivation from quota/queue capacity
 - `--read-concurrency`: concurrent HTTP reads while scanning model candidates (default 4)
 - `--max-submits-per-run`: max tasks to submit per run cycle (0 = unlimited)
@@ -97,7 +97,7 @@ Common flags:
 
 - `--poll-interval-seconds`: sleep when the account has no available slots
 - `--idle-interval-seconds`: sleep when a cycle submits nothing
-- `--max-scan-models`: hard cap on scanned HF models for this cycle (0 = auto)
+- `--max-scan-models`: hard cap on scanned ModelScope models for this cycle (0 = auto)
 - `--scan-multiplier`: multiplier used for auto scan cap derivation from quota/queue capacity
 - `--max-submits-per-run`: max tasks to submit per poll cycle (0 = unlimited)
 - `--skip-outcome-sync`: skip outcome sync before scanning