Path 1 architecture: one comfyui adapter, workflows as data.
- workflow_template.go: embed.FS + token substitution with type-preserving
whole-value placeholders. ${prompt} → string, ${seed} → int64,
${cfg} → float64 — no JSON round-tripping. Partial matches ignored.
- comfyui.go: refactored to load workflow from embedded FS or filesystem
path. Back-compat preserved: workflow: defaults to flux1-schnell.
- workflows/{flux1-schnell,flux2-klein,sd35-medium}.json — bundled
templates. flux1-schnell migrated from hardcoded with identical node IDs.
- compare.go: new `imagen compare` subcommand. Sequential N-backend run
(one GPU on mRock — parallel would OOM), per-backend PNG, sidecar JSON
with per-model metadata + errors, composite contact sheet via Go image
package (no ImageMagick dep).
- Sample config gains flux2-klein-local + sd35-medium-local instances.
- docs/backends.md: architecture rationale + per-model HF download paths
+ how to add a new bundled workflow + compare-harness reference.
Live smoke verified: compare mock + flux-schnell-local at 768×768 →
both PNGs written, sidecar JSON has workflow="flux1-schnell" + full
metadata, contact sheet renders. Worker contract (Request → Generate)
unchanged, so flexsiebels /imagine UI API surface preserved.
Tests: 11 existing comfyui + 6 new workflow_template + 5 new compare
tests, all green.
Adding a new model is now yaml + JSON, never Go.
236 lines
7.4 KiB
Go
236 lines
7.4 KiB
Go
// Package config loads ~/.config/imagen.yaml. The framework knows the global
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// shape (default backend + output settings + a per-backend block); each
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// adapter owns the schema of its own block.
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package config
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import (
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"errors"
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"fmt"
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"os"
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"path/filepath"
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"gopkg.in/yaml.v3"
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)
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// Config is the top-level shape of imagen.yaml.
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type Config struct {
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DefaultBackend string `yaml:"default_backend"`
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// OwnerUserID is m's auth.users.id on msupabase. The cloud-sync writer
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// uses it to populate imagen.images.owner_user_id (NOT NULL, owns RLS).
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// Empty disables DB inserts even when cloud_sync is on.
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OwnerUserID string `yaml:"owner_user_id"`
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Output OutputConfig `yaml:"output"`
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Backends map[string]BackendSpec `yaml:"backends"`
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}
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// OutputConfig controls where generated images and metadata sidecars land,
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// and whether `imagen generate` opens a tmux preview window.
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type OutputConfig struct {
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Directory string `yaml:"directory"`
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Naming string `yaml:"naming"`
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WriteMetadataJSON bool `yaml:"write_metadata_json"`
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// Preview is the tri-state preview mode: "auto" (default), "on", "off".
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// Empty / unset is treated as "auto". $IMAGEN_PREVIEW and the
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// --preview/--no-preview flags override this in turn.
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Preview string `yaml:"preview"`
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// CloudSync controls whether successful generations also upload to
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// Supabase Storage and insert into imagen.images. Tri-state mirroring
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// Preview: "auto" (default — on when SUPABASE_URL + SUPABASE_SERVICE_KEY
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// are set), "on" (errors if env unset), "off". --no-cloud overrides.
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CloudSync string `yaml:"cloud_sync"`
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}
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// BackendSpec is one entry under `backends:`. Type identifies the adapter;
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// the rest is opaque to the framework and handed to the adapter as-is.
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type BackendSpec struct {
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Type string `yaml:"type"`
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Raw map[string]any `yaml:",inline"`
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}
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// DefaultPath returns ~/.config/imagen.yaml, honouring XDG_CONFIG_HOME.
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func DefaultPath() (string, error) {
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if x := os.Getenv("XDG_CONFIG_HOME"); x != "" {
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return filepath.Join(x, "imagen.yaml"), nil
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}
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home, err := os.UserHomeDir()
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if err != nil {
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return "", err
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}
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return filepath.Join(home, ".config", "imagen.yaml"), nil
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}
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// Load reads and validates the config at path. If path is empty the default
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// path is used. A missing file returns os.ErrNotExist so callers can decide
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// whether to fall back to defaults.
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func Load(path string) (*Config, error) {
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if path == "" {
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p, err := DefaultPath()
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if err != nil {
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return nil, err
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}
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path = p
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}
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data, err := os.ReadFile(path)
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if err != nil {
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return nil, err
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}
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cfg := &Config{}
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if err := yaml.Unmarshal(data, cfg); err != nil {
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return nil, fmt.Errorf("parse %s: %w", path, err)
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}
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if err := cfg.Validate(); err != nil {
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return nil, fmt.Errorf("validate %s: %w", path, err)
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}
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return cfg, nil
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}
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// Validate enforces the framework-level invariants. Adapter-level validation
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// happens when the adapter constructor runs.
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func (c *Config) Validate() error {
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if c.DefaultBackend != "" {
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if _, ok := c.Backends[c.DefaultBackend]; !ok {
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return fmt.Errorf("default_backend %q is not defined under backends:", c.DefaultBackend)
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}
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}
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switch c.Output.Preview {
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case "", "auto", "on", "off":
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default:
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return fmt.Errorf("output.preview = %q (must be auto|on|off)", c.Output.Preview)
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}
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switch c.Output.CloudSync {
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case "", "auto", "on", "off":
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default:
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return fmt.Errorf("output.cloud_sync = %q (must be auto|on|off)", c.Output.CloudSync)
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}
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for name, spec := range c.Backends {
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if name == "" {
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return errors.New("empty backend name")
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}
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if spec.Type == "" {
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return fmt.Errorf("backend %q is missing a type:", name)
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}
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}
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return nil
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}
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// Sample is the canonical example written by `imagen config init`.
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const Sample = `# imagen.yaml — config for the imagen CLI.
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# Adapters get only their own sub-block at construction. Add a new backend by
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# implementing the Backend interface, registering its type name, and listing
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# an instance here.
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default_backend: flux-schnell-local
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# Owner UUID for the cloud-sync row in imagen.images. Look up via:
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# SELECT id FROM auth.users WHERE email = '<your-supabase-email>';
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# Empty disables imagen.images inserts even when cloud_sync is on.
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owner_user_id: ""
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output:
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directory: ~/Pictures/imagen
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naming: "{date}-{slug}-{seed}.png"
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write_metadata_json: true
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# Open a tmux window with tmux-img after a successful generation.
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# auto (default): preview iff stdout is a TTY and $TMUX is set.
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# on: always preview (errors outside a tmux session).
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# off: never preview (use this for batch / CI callers).
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preview: auto
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# Sync the PNG to Supabase Storage (bucket: imagen-generated) and insert
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# a row into imagen.images. Reads SUPABASE_URL + SUPABASE_SERVICE_KEY
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# from env (same as mai.imagen_usage cost-tracking).
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# auto (default): on iff env is configured AND owner_user_id is set.
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# on: always upload (errors if env or owner_user_id is missing).
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# off: never upload. --no-cloud also forces off per-call.
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cloud_sync: auto
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backends:
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# FLUX.1-schnell on the local ComfyUI server. The "workflow" key picks the
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# bundled template under internal/backend/workflows/; omit it for back-compat
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# (defaults to flux1-schnell). See docs/backends.md for the per-model setup.
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flux-schnell-local:
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type: comfyui
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base_url: http://mrock:8188
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workflow: flux1-schnell
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# Filename of the unet checkpoint inside the ComfyUI server's
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# models/unet/ directory.
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model: flux1-schnell.safetensors
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vae: ae.safetensors
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clip_l: clip_l.safetensors
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clip_t5: t5xxl_fp8_e4m3fn.safetensors
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dtype: fp8_e4m3fn
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default_steps: 4
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default_sampler: euler
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default_scheduler: simple
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default_cfg: 1.0
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# FLUX.2 [klein] 4B distilled — sub-second on RTX 4070 Ti SUPER.
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# Weights: BFL non-commercial; flux-2-klein-base-4b-fp8 in models/unet/,
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# qwen_3_4b in models/text_encoders/, flux2-vae in models/vae/.
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flux2-klein-local:
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type: comfyui
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base_url: http://mrock:8188
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workflow: flux2-klein
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model: flux-2-klein-base-4b-fp8.safetensors
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vae: flux2-vae.safetensors
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clip: qwen_3_4b.safetensors
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dtype: fp8_e4m3fn
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default_steps: 4
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default_sampler: euler
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default_scheduler: simple
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default_cfg: 1.0
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guidance: 4.0
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# SD3.5 medium — single-checkpoint variant that bundles the three text
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# encoders inside the .safetensors. Drop into models/checkpoints/.
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sd35-medium-local:
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type: comfyui
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base_url: http://mrock:8188
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workflow: sd35-medium
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model: sd3.5_medium_incl_clips_t5xxlfp8scaled.safetensors
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default_steps: 28
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default_sampler: dpmpp_2m
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default_scheduler: sgm_uniform
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default_cfg: 4.5
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shift: 3.0
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mock:
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type: mock
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flux-schnell-replicate:
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type: replicate
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api_token_env: REPLICATE_API_TOKEN
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model: black-forest-labs/flux-schnell
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default_steps: 4
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default_aspect_ratio: "1:1"
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flux-dev-replicate:
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type: replicate
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api_token_env: REPLICATE_API_TOKEN
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model: black-forest-labs/flux-dev
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default_steps: 28
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default_aspect_ratio: "1:1"
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dalle3:
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type: openai
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api_key_env: OPENAI_API_KEY
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model: dall-e-3
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`
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// ExpandPath resolves leading ~ to the user's home directory.
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func ExpandPath(p string) string {
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if p == "" || p[0] != '~' {
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return p
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}
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home, err := os.UserHomeDir()
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if err != nil {
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return p
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}
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if len(p) == 1 {
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return home
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}
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if p[1] == '/' {
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return filepath.Join(home, p[2:])
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}
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return p
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}
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