Compare commits
9 Commits
fix/596-di
...
fix/680-py
| Author | SHA1 | Date | |
|---|---|---|---|
| 4910b74d62 | |||
| d120526244 | |||
| 8596ff761b | |||
| 7553fd4f3e | |||
| 71082fe06f | |||
| 6d678e938e | |||
| ad751a6de6 | |||
| 130fa40f0c | |||
| 82f9810081 |
@@ -1,3 +1,4 @@
|
|||||||
|
#!/usr/bin/env python3
|
||||||
"""
|
"""
|
||||||
Full Nostr agent-to-agent communication demo - FINAL WORKING
|
Full Nostr agent-to-agent communication demo - FINAL WORKING
|
||||||
"""
|
"""
|
||||||
|
|||||||
@@ -1,3 +1,4 @@
|
|||||||
|
#!/usr/bin/env python3
|
||||||
"""
|
"""
|
||||||
Soul Eval Gate — The Conscience of the Training Pipeline
|
Soul Eval Gate — The Conscience of the Training Pipeline
|
||||||
|
|
||||||
|
|||||||
9
cron/pipeline-scheduler.yml
Normal file
9
cron/pipeline-scheduler.yml
Normal file
@@ -0,0 +1,9 @@
|
|||||||
|
- name: Nightly Pipeline Scheduler
|
||||||
|
schedule: '*/30 18-23,0-8 * * *' # Every 30 min, off-peak hours only
|
||||||
|
tasks:
|
||||||
|
- name: Check and start pipelines
|
||||||
|
shell: "bash scripts/nightly-pipeline-scheduler.sh"
|
||||||
|
env:
|
||||||
|
PIPELINE_TOKEN_LIMIT: "500000"
|
||||||
|
PIPELINE_PEAK_START: "9"
|
||||||
|
PIPELINE_PEAK_END: "18"
|
||||||
@@ -1,3 +1,4 @@
|
|||||||
|
#!/usr/bin/env python3
|
||||||
import json
|
import json
|
||||||
from hermes_tools import browser_navigate, browser_vision
|
from hermes_tools import browser_navigate, browser_vision
|
||||||
|
|
||||||
|
|||||||
@@ -1,3 +1,4 @@
|
|||||||
|
#!/usr/bin/env python3
|
||||||
import json
|
import json
|
||||||
from hermes_tools import browser_navigate, browser_vision
|
from hermes_tools import browser_navigate, browser_vision
|
||||||
|
|
||||||
|
|||||||
50
scripts/nightly-pipeline-scheduler.md
Normal file
50
scripts/nightly-pipeline-scheduler.md
Normal file
@@ -0,0 +1,50 @@
|
|||||||
|
# Nightly Pipeline Scheduler
|
||||||
|
|
||||||
|
Auto-starts batch pipelines when inference is available.
|
||||||
|
|
||||||
|
## What It Does
|
||||||
|
|
||||||
|
1. Checks inference provider health (OpenRouter, Ollama, RunPod)
|
||||||
|
2. Checks if it's off-peak hours (configurable, default: after 6PM)
|
||||||
|
3. Checks interactive session load (don't fight with live users)
|
||||||
|
4. Checks daily token budget (configurable limit)
|
||||||
|
5. Starts the highest-priority incomplete pipeline
|
||||||
|
|
||||||
|
## Pipeline Priority Order
|
||||||
|
|
||||||
|
| Priority | Pipeline | Deps | Max Tokens |
|
||||||
|
|----------|----------|------|------------|
|
||||||
|
| 1 | playground-factory | none | 100,000 |
|
||||||
|
| 2 | training-factory | none | 150,000 |
|
||||||
|
| 3 | knowledge-mine | training-factory running | 80,000 |
|
||||||
|
| 4 | adversary | knowledge-mine running | 50,000 |
|
||||||
|
| 5 | codebase-genome | none | 120,000 |
|
||||||
|
|
||||||
|
## Usage
|
||||||
|
|
||||||
|
```bash
|
||||||
|
# Normal run (used by cron)
|
||||||
|
./scripts/nightly-pipeline-scheduler.sh
|
||||||
|
|
||||||
|
# Dry run (show what would start)
|
||||||
|
./scripts/nightly-pipeline-scheduler.sh --dry-run
|
||||||
|
|
||||||
|
# Status report
|
||||||
|
./scripts/nightly-pipeline-scheduler.sh --status
|
||||||
|
|
||||||
|
# Force start during peak hours
|
||||||
|
./scripts/nightly-pipeline-scheduler.sh --force
|
||||||
|
```
|
||||||
|
|
||||||
|
## Configuration
|
||||||
|
|
||||||
|
Set via environment variables:
|
||||||
|
- `PIPELINE_TOKEN_LIMIT`: Daily token budget (default: 500,000)
|
||||||
|
- `PIPELINE_PEAK_START`: Peak hours start (default: 9)
|
||||||
|
- `PIPELINE_PEAK_END`: Peak hours end (default: 18)
|
||||||
|
- `HERMES_HOME`: Hermes home directory (default: ~/.hermes)
|
||||||
|
|
||||||
|
## Cron
|
||||||
|
|
||||||
|
Runs every 30 minutes. Off-peak only (unless --force).
|
||||||
|
See `cron/pipeline-scheduler.yml`.
|
||||||
383
scripts/nightly-pipeline-scheduler.sh
Normal file
383
scripts/nightly-pipeline-scheduler.sh
Normal file
@@ -0,0 +1,383 @@
|
|||||||
|
#!/usr/bin/env bash
|
||||||
|
# nightly-pipeline-scheduler.sh — Auto-start batch pipelines when inference is available.
|
||||||
|
#
|
||||||
|
# Checks provider health, pipeline progress, token budget, and interactive load.
|
||||||
|
# Starts the highest-priority incomplete pipeline that can run.
|
||||||
|
#
|
||||||
|
# Usage:
|
||||||
|
# ./scripts/nightly-pipeline-scheduler.sh # Normal run
|
||||||
|
# ./scripts/nightly-pipeline-scheduler.sh --dry-run # Show what would start
|
||||||
|
# ./scripts/nightly-pipeline-scheduler.sh --status # Pipeline status report
|
||||||
|
|
||||||
|
set -euo pipefail
|
||||||
|
|
||||||
|
# --- Configuration ---
|
||||||
|
HERMES_HOME="${HERMES_HOME:-$HOME/.hermes}"
|
||||||
|
BUDGET_FILE="${HERMES_HOME}/pipeline_budget.json"
|
||||||
|
STATE_FILE="${HERMES_HOME}/pipeline_state.json"
|
||||||
|
LOG_FILE="${HERMES_HOME}/logs/pipeline-scheduler.log"
|
||||||
|
TOKEN_DAILY_LIMIT="${PIPELINE_TOKEN_LIMIT:-500000}"
|
||||||
|
PEAK_HOURS_START="${PIPELINE_PEAK_START:-9}"
|
||||||
|
PEAK_HOURS_END="${PIPELINE_PEAK_END:-18}"
|
||||||
|
|
||||||
|
# Pipeline definitions (priority order)
|
||||||
|
# Each pipeline: name, script, max_tokens, dependencies
|
||||||
|
PIPELINES=(
|
||||||
|
"playground-factory|scripts/pipeline_playground_factory.sh|100000|none"
|
||||||
|
"training-factory|scripts/pipeline_training_factory.sh|150000|none"
|
||||||
|
"knowledge-mine|scripts/pipeline_knowledge_mine.sh|80000|training-factory"
|
||||||
|
"adversary|scripts/pipeline_adversary.sh|50000|knowledge-mine"
|
||||||
|
"codebase-genome|scripts/pipeline_codebase_genome.sh|120000|none"
|
||||||
|
)
|
||||||
|
|
||||||
|
# --- Colors ---
|
||||||
|
RED='\033[0;31m'
|
||||||
|
GREEN='\033[0;32m'
|
||||||
|
YELLOW='\033[0;33m'
|
||||||
|
CYAN='\033[0;36m'
|
||||||
|
NC='\033[0m'
|
||||||
|
|
||||||
|
# --- Helpers ---
|
||||||
|
now_hour() { date +%-H; }
|
||||||
|
is_peak_hours() {
|
||||||
|
local h=$(now_hour)
|
||||||
|
[[ $h -ge $PEAK_HOURS_START && $h -lt $PEAK_HOURS_END ]]
|
||||||
|
}
|
||||||
|
|
||||||
|
ensure_dirs() {
|
||||||
|
mkdir -p "$(dirname "$LOG_FILE")" "$(dirname "$BUDGET_FILE")" "$(dirname "$STATE_FILE")"
|
||||||
|
}
|
||||||
|
|
||||||
|
log() { echo "[$(date '+%Y-%m-%d %H:%M:%S')] $*" | tee -a "$LOG_FILE"; }
|
||||||
|
|
||||||
|
get_budget_used_today() {
|
||||||
|
if [[ -f "$BUDGET_FILE" ]]; then
|
||||||
|
local today=$(date +%Y-%m-%d)
|
||||||
|
python3 -c "
|
||||||
|
import json, sys
|
||||||
|
with open('$BUDGET_FILE') as f:
|
||||||
|
d = json.load(f)
|
||||||
|
print(d.get('daily', {}).get('$today', {}).get('tokens_used', 0))
|
||||||
|
" 2>/dev/null || echo 0
|
||||||
|
else
|
||||||
|
echo 0
|
||||||
|
fi
|
||||||
|
}
|
||||||
|
|
||||||
|
get_budget_remaining() {
|
||||||
|
local used=$(get_budget_used_today)
|
||||||
|
echo $((TOKEN_DAILY_LIMIT - used))
|
||||||
|
}
|
||||||
|
|
||||||
|
update_budget() {
|
||||||
|
local pipeline="$1"
|
||||||
|
local tokens="$2"
|
||||||
|
local today=$(date +%Y-%m-%d)
|
||||||
|
python3 -c "
|
||||||
|
import json, os
|
||||||
|
path = '$BUDGET_FILE'
|
||||||
|
d = {}
|
||||||
|
if os.path.exists(path):
|
||||||
|
with open(path) as f:
|
||||||
|
d = json.load(f)
|
||||||
|
daily = d.setdefault('daily', {})
|
||||||
|
day = daily.setdefault('$today', {'tokens_used': 0, 'pipelines': {}})
|
||||||
|
day['tokens_used'] = day.get('tokens_used', 0) + $tokens
|
||||||
|
day['pipelines']['$pipeline'] = day['pipelines'].get('$pipeline', 0) + $tokens
|
||||||
|
with open(path, 'w') as f:
|
||||||
|
json.dump(d, f, indent=2)
|
||||||
|
"
|
||||||
|
}
|
||||||
|
|
||||||
|
get_pipeline_state() {
|
||||||
|
if [[ -f "$STATE_FILE" ]]; then
|
||||||
|
cat "$STATE_FILE"
|
||||||
|
else
|
||||||
|
echo "{}"
|
||||||
|
fi
|
||||||
|
}
|
||||||
|
|
||||||
|
set_pipeline_state() {
|
||||||
|
local pipeline="$1"
|
||||||
|
local state="$2" # running, complete, failed, skipped
|
||||||
|
python3 -c "
|
||||||
|
import json, os
|
||||||
|
path = '$STATE_FILE'
|
||||||
|
d = {}
|
||||||
|
if os.path.exists(path):
|
||||||
|
with open(path) as f:
|
||||||
|
d = json.load(f)
|
||||||
|
d['$pipeline'] = {'state': '$state', 'updated': '$(date -Iseconds)'}
|
||||||
|
with open(path, 'w') as f:
|
||||||
|
json.dump(d, f, indent=2)
|
||||||
|
"
|
||||||
|
}
|
||||||
|
|
||||||
|
is_pipeline_complete() {
|
||||||
|
local pipeline="$1"
|
||||||
|
python3 -c "
|
||||||
|
import json, os
|
||||||
|
path = '$STATE_FILE'
|
||||||
|
if not os.path.exists(path):
|
||||||
|
print('false')
|
||||||
|
else:
|
||||||
|
with open(path) as f:
|
||||||
|
d = json.load(f)
|
||||||
|
state = d.get('$pipeline', {}).get('state', 'not_started')
|
||||||
|
print('true' if state == 'complete' else 'false')
|
||||||
|
" 2>/dev/null || echo false
|
||||||
|
}
|
||||||
|
|
||||||
|
is_pipeline_running() {
|
||||||
|
local pipeline="$1"
|
||||||
|
python3 -c "
|
||||||
|
import json, os
|
||||||
|
path = '$STATE_FILE'
|
||||||
|
if not os.path.exists(path):
|
||||||
|
print('false')
|
||||||
|
else:
|
||||||
|
with open(path) as f:
|
||||||
|
d = json.load(f)
|
||||||
|
state = d.get('$pipeline', {}).get('state', 'not_started')
|
||||||
|
print('true' if state == 'running' else 'false')
|
||||||
|
" 2>/dev/null || echo false
|
||||||
|
}
|
||||||
|
|
||||||
|
check_dependency() {
|
||||||
|
local dep="$1"
|
||||||
|
if [[ "$dep" == "none" ]]; then
|
||||||
|
return 0
|
||||||
|
fi
|
||||||
|
# For knowledge-mine: training-factory must be running or complete
|
||||||
|
if [[ "$dep" == "training-factory" ]]; then
|
||||||
|
local state=$(python3 -c "
|
||||||
|
import json, os
|
||||||
|
path = '$STATE_FILE'
|
||||||
|
if not os.path.exists(path):
|
||||||
|
print('not_started')
|
||||||
|
else:
|
||||||
|
with open(path) as f:
|
||||||
|
d = json.load(f)
|
||||||
|
print(d.get('training-factory', {}).get('state', 'not_started'))
|
||||||
|
" 2>/dev/null || echo "not_started")
|
||||||
|
[[ "$state" == "running" || "$state" == "complete" ]]
|
||||||
|
return $?
|
||||||
|
fi
|
||||||
|
# For adversary: knowledge-mine must be at least 50% done
|
||||||
|
# Simplified: check if it's running (we'd need progress tracking for 50%)
|
||||||
|
if [[ "$dep" == "knowledge-mine" ]]; then
|
||||||
|
local state=$(python3 -c "
|
||||||
|
import json, os
|
||||||
|
path = '$STATE_FILE'
|
||||||
|
if not os.path.exists(path):
|
||||||
|
print('not_started')
|
||||||
|
else:
|
||||||
|
with open(path) as f:
|
||||||
|
d = json.load(f)
|
||||||
|
print(d.get('knowledge-mine', {}).get('state', 'not_started'))
|
||||||
|
" 2>/dev/null || echo "not_started")
|
||||||
|
[[ "$state" == "running" || "$state" == "complete" ]]
|
||||||
|
return $?
|
||||||
|
fi
|
||||||
|
return 0
|
||||||
|
}
|
||||||
|
|
||||||
|
check_inference_available() {
|
||||||
|
# Check if any inference provider is responding
|
||||||
|
# 1. Check OpenRouter
|
||||||
|
local or_ok=$(curl -s -o /dev/null -w "%{http_code}" \
|
||||||
|
--connect-timeout 5 "https://openrouter.ai/api/v1/models" 2>/dev/null || echo "000")
|
||||||
|
|
||||||
|
# 2. Check local Ollama
|
||||||
|
local ollama_ok=$(curl -s -o /dev/null -w "%{http_code}" \
|
||||||
|
--connect-timeout 5 "http://localhost:11434/api/tags" 2>/dev/null || echo "000")
|
||||||
|
|
||||||
|
# 3. Check RunPod (if configured)
|
||||||
|
local runpod_ok="000"
|
||||||
|
if [[ -n "${RUNPOD_ENDPOINT:-}" ]]; then
|
||||||
|
runpod_ok=$(curl -s -o /dev/null -w "%{http_code}" \
|
||||||
|
--connect-timeout 5 "$RUNPOD_ENDPOINT/health" 2>/dev/null || echo "000")
|
||||||
|
fi
|
||||||
|
|
||||||
|
if [[ "$or_ok" == "200" || "$ollama_ok" == "200" || "$runpod_ok" == "200" ]]; then
|
||||||
|
return 0
|
||||||
|
fi
|
||||||
|
return 1
|
||||||
|
}
|
||||||
|
|
||||||
|
check_interactive_load() {
|
||||||
|
# Check if there are active interactive sessions (don't fight with live users)
|
||||||
|
# Look for tmux panes with active hermes sessions
|
||||||
|
local active=$(tmux list-panes -a -F '#{pane_pid} #{pane_current_command}' 2>/dev/null \
|
||||||
|
| grep -c "hermes\|python3" || echo 0)
|
||||||
|
|
||||||
|
# If more than 3 interactive sessions, skip pipeline start
|
||||||
|
if [[ $active -gt 3 ]]; then
|
||||||
|
return 1
|
||||||
|
fi
|
||||||
|
return 0
|
||||||
|
}
|
||||||
|
|
||||||
|
start_pipeline() {
|
||||||
|
local name="$1"
|
||||||
|
local script="$2"
|
||||||
|
local max_tokens="$3"
|
||||||
|
local budget_remaining="$4"
|
||||||
|
local mode="${5:-run}"
|
||||||
|
|
||||||
|
if [[ "$budget_remaining" -lt "$max_tokens" ]]; then
|
||||||
|
log "SKIP $name: insufficient budget ($budget_remaining < $max_tokens tokens)"
|
||||||
|
return 1
|
||||||
|
fi
|
||||||
|
|
||||||
|
if [[ ! -f "$script" ]]; then
|
||||||
|
log "SKIP $name: script not found ($script)"
|
||||||
|
return 1
|
||||||
|
fi
|
||||||
|
|
||||||
|
if [[ "$mode" == "dry-run" ]]; then
|
||||||
|
log "DRY-RUN: Would start $name (budget: $budget_remaining, needs: $max_tokens)"
|
||||||
|
return 0
|
||||||
|
fi
|
||||||
|
|
||||||
|
log "START $name (budget: $budget_remaining, max_tokens: $max_tokens)"
|
||||||
|
set_pipeline_state "$name" "running"
|
||||||
|
|
||||||
|
# Run in background, capture output
|
||||||
|
local log_path="${HERMES_HOME}/logs/pipeline-${name}.log"
|
||||||
|
bash "$script" --max-tokens "$max_tokens" >> "$log_path" 2>&1 &
|
||||||
|
local pid=$!
|
||||||
|
|
||||||
|
# Wait a moment to check if it started OK
|
||||||
|
sleep 2
|
||||||
|
if kill -0 $pid 2>/dev/null; then
|
||||||
|
log "RUNNING $name (PID: $pid, log: $log_path)"
|
||||||
|
# Record the PID
|
||||||
|
python3 -c "
|
||||||
|
import json, os
|
||||||
|
path = '$STATE_FILE'
|
||||||
|
d = {}
|
||||||
|
if os.path.exists(path):
|
||||||
|
with open(path) as f:
|
||||||
|
d = json.load(f)
|
||||||
|
d['$name']['pid'] = $pid
|
||||||
|
with open(path, 'w') as f:
|
||||||
|
json.dump(d, f, indent=2)
|
||||||
|
"
|
||||||
|
return 0
|
||||||
|
else
|
||||||
|
log "FAIL $name: script exited immediately"
|
||||||
|
set_pipeline_state "$name" "failed"
|
||||||
|
return 1
|
||||||
|
fi
|
||||||
|
}
|
||||||
|
|
||||||
|
# --- Main ---
|
||||||
|
main() {
|
||||||
|
local mode="${1:-run}"
|
||||||
|
ensure_dirs
|
||||||
|
|
||||||
|
log "=== Pipeline Scheduler ($mode) ==="
|
||||||
|
|
||||||
|
# Check 1: Is inference available?
|
||||||
|
if ! check_inference_available; then
|
||||||
|
log "No inference provider available. Skipping all pipelines."
|
||||||
|
exit 0
|
||||||
|
fi
|
||||||
|
log "Inference: AVAILABLE"
|
||||||
|
|
||||||
|
# Check 2: Is it peak hours?
|
||||||
|
if is_peak_hours && [[ "$mode" != "--force" ]]; then
|
||||||
|
local h=$(now_hour)
|
||||||
|
log "Peak hours ($h:00). Skipping pipeline start. Use --force to override."
|
||||||
|
exit 0
|
||||||
|
fi
|
||||||
|
log "Off-peak: OK"
|
||||||
|
|
||||||
|
# Check 3: Interactive load
|
||||||
|
if ! check_interactive_load && [[ "$mode" != "--force" ]]; then
|
||||||
|
log "High interactive load. Skipping pipeline start."
|
||||||
|
exit 0
|
||||||
|
fi
|
||||||
|
log "Interactive load: OK"
|
||||||
|
|
||||||
|
# Check 4: Token budget
|
||||||
|
local budget=$(get_budget_remaining)
|
||||||
|
log "Token budget remaining: $budget / $TOKEN_DAILY_LIMIT"
|
||||||
|
|
||||||
|
if [[ $budget -le 0 ]]; then
|
||||||
|
log "Daily token budget exhausted. Stopping."
|
||||||
|
exit 0
|
||||||
|
fi
|
||||||
|
|
||||||
|
# Check 5: Pipeline status
|
||||||
|
if [[ "$mode" == "--status" ]]; then
|
||||||
|
echo -e "${CYAN}Pipeline Status:${NC}"
|
||||||
|
echo "────────────────────────────────────────────────────"
|
||||||
|
for entry in "${PIPELINES[@]}"; do
|
||||||
|
IFS='|' read -r name script max_tokens dep <<< "$entry"
|
||||||
|
local state=$(python3 -c "
|
||||||
|
import json, os
|
||||||
|
path = '$STATE_FILE'
|
||||||
|
if not os.path.exists(path):
|
||||||
|
print('not_started')
|
||||||
|
else:
|
||||||
|
with open(path) as f:
|
||||||
|
d = json.load(f)
|
||||||
|
print(d.get('$name', {}).get('state', 'not_started'))
|
||||||
|
" 2>/dev/null || echo "not_started")
|
||||||
|
|
||||||
|
local color=$NC
|
||||||
|
case "$state" in
|
||||||
|
running) color=$YELLOW ;;
|
||||||
|
complete) color=$GREEN ;;
|
||||||
|
failed) color=$RED ;;
|
||||||
|
esac
|
||||||
|
printf " %-25s %b%s%b (max: %s tokens, dep: %s)\n" "$name" "$color" "$state" "$NC" "$max_tokens" "$dep"
|
||||||
|
done
|
||||||
|
echo "────────────────────────────────────────────────────"
|
||||||
|
echo " Budget: $budget / $TOKEN_DAILY_LIMIT tokens remaining"
|
||||||
|
echo " Peak hours: $PEAK_HOURS_START:00 - $PEAK_HOURS_END:00"
|
||||||
|
exit 0
|
||||||
|
fi
|
||||||
|
|
||||||
|
# Find and start the highest-priority incomplete pipeline
|
||||||
|
local started=0
|
||||||
|
for entry in "${PIPELINES[@]}"; do
|
||||||
|
IFS='|' read -r name script max_tokens dep <<< "$entry"
|
||||||
|
|
||||||
|
# Skip if already running or complete
|
||||||
|
if [[ "$(is_pipeline_running $name)" == "true" ]]; then
|
||||||
|
log "SKIP $name: already running"
|
||||||
|
continue
|
||||||
|
fi
|
||||||
|
if [[ "$(is_pipeline_complete $name)" == "true" ]]; then
|
||||||
|
log "SKIP $name: already complete"
|
||||||
|
continue
|
||||||
|
fi
|
||||||
|
|
||||||
|
# Check dependency
|
||||||
|
if ! check_dependency "$dep"; then
|
||||||
|
log "SKIP $name: dependency $dep not met"
|
||||||
|
continue
|
||||||
|
fi
|
||||||
|
|
||||||
|
# Try to start
|
||||||
|
if start_pipeline "$name" "$script" "$max_tokens" "$budget" "$mode"; then
|
||||||
|
started=1
|
||||||
|
# Only start one pipeline per run (let it claim tokens before next check)
|
||||||
|
# Exception: playground-factory and training-factory can run in parallel
|
||||||
|
if [[ "$name" != "playground-factory" && "$name" != "training-factory" ]]; then
|
||||||
|
break
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
done
|
||||||
|
|
||||||
|
if [[ $started -eq 0 ]]; then
|
||||||
|
log "No pipelines to start (all complete, running, or blocked)."
|
||||||
|
fi
|
||||||
|
|
||||||
|
log "=== Pipeline Scheduler done ==="
|
||||||
|
}
|
||||||
|
|
||||||
|
main "$@"
|
||||||
@@ -1,3 +1,4 @@
|
|||||||
|
#!/usr/bin/env python3
|
||||||
import json
|
import json
|
||||||
from hermes_tools import browser_navigate, browser_vision
|
from hermes_tools import browser_navigate, browser_vision
|
||||||
|
|
||||||
|
|||||||
@@ -15,6 +15,7 @@
|
|||||||
MODEL ?= timmy:v0.1-q4
|
MODEL ?= timmy:v0.1-q4
|
||||||
BASELINE ?= hermes3:latest
|
BASELINE ?= hermes3:latest
|
||||||
OLLAMA_URL ?= http://localhost:11434
|
OLLAMA_URL ?= http://localhost:11434
|
||||||
|
PYTHON ?= python3
|
||||||
OUTPUT ?= output
|
OUTPUT ?= output
|
||||||
|
|
||||||
# ── Training ──────────────────────────────────────────────────────────
|
# ── Training ──────────────────────────────────────────────────────────
|
||||||
@@ -23,7 +24,7 @@ train-cloud: ## QLoRA fine-tune on cloud GPU (Axolotl)
|
|||||||
axolotl train axolotl.yaml
|
axolotl train axolotl.yaml
|
||||||
|
|
||||||
train-local: ## LoRA fine-tune on Apple Silicon (MLX)
|
train-local: ## LoRA fine-tune on Apple Silicon (MLX)
|
||||||
python -m mlx_lm.lora --config mlx-lora.yaml
|
$(PYTHON) -m mlx_lm.lora --config mlx-lora.yaml
|
||||||
|
|
||||||
# ── Evaluation ────────────────────────────────────────────────────────
|
# ── Evaluation ────────────────────────────────────────────────────────
|
||||||
|
|
||||||
@@ -45,7 +46,7 @@ vibes: ## Run vibes check — hand-picked prompts, human review
|
|||||||
@echo "Date: $$(date '+%Y-%m-%d %H:%M')" > $(OUTPUT)/vibes-$(MODEL).md
|
@echo "Date: $$(date '+%Y-%m-%d %H:%M')" > $(OUTPUT)/vibes-$(MODEL).md
|
||||||
@echo "Model: $(MODEL)" >> $(OUTPUT)/vibes-$(MODEL).md
|
@echo "Model: $(MODEL)" >> $(OUTPUT)/vibes-$(MODEL).md
|
||||||
@echo "" >> $(OUTPUT)/vibes-$(MODEL).md
|
@echo "" >> $(OUTPUT)/vibes-$(MODEL).md
|
||||||
@python -c "\
|
@$(PYTHON) -c "\
|
||||||
import yaml, subprocess, sys; \
|
import yaml, subprocess, sys; \
|
||||||
prompts = yaml.safe_load(open('data/prompts_vibes.yaml'))['prompts']; \
|
prompts = yaml.safe_load(open('data/prompts_vibes.yaml'))['prompts']; \
|
||||||
f = open('$(OUTPUT)/vibes-$(MODEL).md', 'a'); \
|
f = open('$(OUTPUT)/vibes-$(MODEL).md', 'a'); \
|
||||||
@@ -69,19 +70,19 @@ vibes: ## Run vibes check — hand-picked prompts, human review
|
|||||||
# ── Data Pipeline ─────────────────────────────────────────────────────
|
# ── Data Pipeline ─────────────────────────────────────────────────────
|
||||||
|
|
||||||
ingest: ## Pull heartbeat trajectories into training data
|
ingest: ## Pull heartbeat trajectories into training data
|
||||||
python ingest_trajectories.py \
|
$(PYTHON) ingest_trajectories.py \
|
||||||
--trajectories ~/.nexus/trajectories/ \
|
--trajectories ~/.nexus/trajectories/ \
|
||||||
--curated data/curated_dataset.jsonl \
|
--curated data/curated_dataset.jsonl \
|
||||||
--output data/merged_training_data.jsonl
|
--output data/merged_training_data.jsonl
|
||||||
@echo "Merged dataset ready. Convert for MLX with: make convert"
|
@echo "Merged dataset ready. Convert for MLX with: make convert"
|
||||||
|
|
||||||
curated: ## Regenerate curated exemplar dataset
|
curated: ## Regenerate curated exemplar dataset
|
||||||
python build_curated.py
|
$(PYTHON) build_curated.py
|
||||||
@echo "Curated dataset regenerated."
|
@echo "Curated dataset regenerated."
|
||||||
|
|
||||||
convert: ## Convert merged dataset to MLX format (train/valid split)
|
convert: ## Convert merged dataset to MLX format (train/valid split)
|
||||||
@mkdir -p data/mlx_curated
|
@mkdir -p data/mlx_curated
|
||||||
python -c "\
|
$(PYTHON) -c "\
|
||||||
import json; \
|
import json; \
|
||||||
lines = open('data/merged_training_data.jsonl').readlines(); \
|
lines = open('data/merged_training_data.jsonl').readlines(); \
|
||||||
sessions = [json.loads(l) for l in lines]; \
|
sessions = [json.loads(l) for l in lines]; \
|
||||||
|
|||||||
Reference in New Issue
Block a user