Instructions to use Alex995647/loras-flux2-klein-9b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Alex995647/loras-flux2-klein-9b with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.2-klein-9B", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("Alex995647/loras-flux2-klein-9b") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
Add 24 LoRA(s): filmgrain-redmond-filmgrain-lora, yfg-aarchy-flux-zit-krea2, v0id, 1980s-horror-movies-loraβ¦
da3a9ef verified | { | |
| "name": "90s sitcom", | |
| "slug": "90s-sitcom", | |
| "base_model": "FLUX.2 [klein] 9B", | |
| "media_type": "image", | |
| "model_id": 2123938, | |
| "version_id": 2788280, | |
| "version_name": "Klein9B", | |
| "source": "civitai", | |
| "url": "https://civitai.com/models/2123938", | |
| "repo_id": null, | |
| "file_path": null, | |
| "author": "ArsMachina", | |
| "category": { | |
| "key": "style", | |
| "label": "Visual style" | |
| }, | |
| "modalities": [], | |
| "primary_modality": "unspecified", | |
| "checkpoint_family": "unknown", | |
| "trigger_words": [ | |
| "90s Sitcom," | |
| ], | |
| "recommended_settings": {}, | |
| "chaining": { | |
| "author": { | |
| "stacks": "not stated", | |
| "notes": "", | |
| "avoid": [], | |
| "requires": [], | |
| "order": "", | |
| "strength": "", | |
| "stated": false | |
| }, | |
| "general_rules": [ | |
| "Chain LoRAs by stringing LoraLoaderModelOnly nodes in series, model output into model input. There is no CLIP side to route β klein LoRAs are model-only because the Qwen3 text encoder is not trained (CivitAI's recipe fixes trainTextEncoder: false).", | |
| "Only stack LoRAs of the same parameter size. 9B stacks with 9B; a 4B LoRA in a 9B stack is an architectural mismatch (3072 vs 4096 hidden, 5+20 vs 8+24 blocks), not a quality question.", | |
| "Mixing a \"Flux.2 Klein 9B\" LoRA and a \"Flux.2 Klein 9B-base\" LoRA in one stack is fine β those strings describe the training checkpoint, not incompatible tensor layouts. Set the sampler for the checkpoint actually loaded.", | |
| "Run base-trained LoRAs on the distilled checkpoint when you want speed: HF's klein LoRA guide reports the adapter loads there and typically gives better results than on base, at 4 steps.", | |
| "A base-to-turbo / distillation-extraction LoRA is a whole-model delta, not a content LoRA. Put it on the base checkpoint only, and treat its strength as a steps/CFG dial rather than a style knob. Do not add it on top of the already-distilled checkpoint.", | |
| "Read each LoRA's own published strength range instead of defaulting everything to 1.0 β klein LoRAs in the wild ship very different ones (0.5 start for the consistency LoRA, 0.8 for SOLRICKS' detail LoRA, under 0.5 and sometimes 0.1 for the vafipas663 distillation delta).", | |
| "With a consistency or edit LoRA in the stack, excessive strength suppresses the prompt: the consistency LoRA's article says that if edits stop applying, lower it before changing anything else.", | |
| "Prefer runtime LoRA patching over baking a LoRA into the checkpoint: ComfyUI's Model Merge / Model Save nodes have not detected Flux2 Klein models (4B or 9B) since a March 2026 update β issue #13637, still open.", | |
| "The author never states which weight family this targets. Two different questions, two different answers. Within 9B (distilled vs base β the two CivitAI strings): not a real incompatibility. Both load through the same Flux2KleinPipeline and have the same repo layout; for the 4B pair, where both transformer configs are public, the distil" | |
| ] | |
| }, | |
| "pros": [ | |
| "Well established β 3,142 downloads. [source: CivitAI stats]", | |
| "Positively received β 222 thumbs-up with no down-votes. [source: CivitAI stats]", | |
| "Explicit trigger word(s) β 90s Sitcom, β so the effect can be turned on and off from the prompt. [source: model metadata]", | |
| "Compact at 79 MB β cheap to stack with other LoRAs. [source: file size]" | |
| ], | |
| "cons": [ | |
| "Author never states which generation mode it was trained for; test against your own workflow before relying on it. [source: description]" | |
| ], | |
| "file": { | |
| "name": "90sSitcomKlein9b.safetensors", | |
| "size_bytes": 82866712, | |
| "size_mb": 79.03, | |
| "sha256": "afc4567612d64251680070e190c5c24d495242139e02af064a23ab8b04fd5f7a" | |
| }, | |
| "stats": { | |
| "downloads": 3142, | |
| "thumbs_up": 222, | |
| "thumbs_down": 0 | |
| }, | |
| "popularity": { | |
| "downloads": 3142, | |
| "thumbs_up": 222, | |
| "thumbs_down": 0, | |
| "comments": 5, | |
| "approval": "100% positive (222/222)", | |
| "age_days": 133.5, | |
| "downloads_per_day": 6.05, | |
| "rank_by_downloads": 138, | |
| "rank_by_momentum": 52, | |
| "of_total": 150, | |
| "adoption_tier": "Niche", | |
| "momentum": "Steady" | |
| }, | |
| "selection_score": 6206.0, | |
| "selection_reasons": [ | |
| "3,142 downloads", | |
| "222 thumbs-up", | |
| "documented triggers + usage notes", | |
| "top-ranked for its category" | |
| ], | |
| "example_media": [ | |
| { | |
| "file": "01_image.jpeg", | |
| "type": "image", | |
| "resolution": "1024x1024", | |
| "prompt": "" | |
| }, | |
| { | |
| "file": "02_image.jpeg", | |
| "type": "image", | |
| "resolution": "1024x1024", | |
| "prompt": "" | |
| }, | |
| { | |
| "file": "03_image.jpeg", | |
| "type": "image", | |
| "resolution": "1024x1024", | |
| "prompt": "" | |
| }, | |
| { | |
| "file": "04_image.jpeg", | |
| "type": "image", | |
| "resolution": "1024x1024", | |
| "prompt": "" | |
| }, | |
| { | |
| "file": "05_image.jpeg", | |
| "type": "image", | |
| "resolution": "1024x1024", | |
| "prompt": "" | |
| }, | |
| { | |
| "file": "06_image.jpeg", | |
| "type": "image", | |
| "resolution": "1024x1024", | |
| "prompt": "" | |
| } | |
| ], | |
| "tags": [ | |
| "style", | |
| "90s" | |
| ], | |
| "scraped_at": "2026-09-05T02:05:53+00:00", | |
| "path": "flux2-klein-9b/90s-sitcom" | |
| } | |