diffusion_rs/
preset.rs

1use derive_builder::Builder;
2use hf_hub::api::sync::ApiError;
3use strum::{EnumDiscriminants, EnumString, VariantNames};
4use subenum::subenum;
5
6use crate::{
7    api::{Config, ConfigBuilder, ConfigBuilderError, ModelConfig, ModelConfigBuilder},
8    preset_builder::{
9        chroma, chroma_radiance, diff_instruct_star, dream_shaper_xl_2_1_turbo, flux_1_dev,
10        flux_1_mini, flux_1_schnell, flux_2_dev, flux_2_klein_4b, flux_2_klein_9b,
11        flux_2_klein_base_4b, flux_2_klein_base_9b, juggernaut_xl_11, nitro_sd_realism,
12        nitro_sd_vibrant, ovis_image, qwen_image, sd_turbo, sdxl_base_1_0, sdxl_turbo_1_0,
13        sdxs512_dream_shaper, segmind_vega, ssd_1b, stable_diffusion_1_4, stable_diffusion_1_5,
14        stable_diffusion_2_1, stable_diffusion_3_5_large, stable_diffusion_3_5_large_turbo,
15        stable_diffusion_3_5_medium, stable_diffusion_3_medium, twinflow_z_image_turbo,
16        z_image_turbo,
17    },
18};
19
20#[non_exhaustive]
21#[allow(non_camel_case_types)]
22#[subenum(
23    Flux1Weight(derive(Default)),
24    Flux1MiniWeight(derive(Default)),
25    ChromaWeight(derive(Default)),
26    NitroSDRealismWeight(derive(Default)),
27    NitroSDVibrantWeight(derive(Default)),
28    DiffInstructStarWeight(derive(Default)),
29    ChromaRadianceWeight(derive(Default)),
30    SSD1BWeight(derive(Default)),
31    Flux2Weight(derive(Default)),
32    ZImageTurboWeight(derive(Default)),
33    QwenImageWeight(derive(Default)),
34    OvisImageWeight(derive(Default)),
35    TwinFlowZImageTurboExpWeight(derive(Default)),
36    Flux2Klein4BWeight(derive(Default)),
37    Flux2KleinBase4BWeight(derive(Default)),
38    Flux2Klein9BWeight(derive(Default)),
39    Flux2KleinBase9BWeight(derive(Default))
40)]
41#[derive(Debug, Clone, Copy, EnumString, VariantNames)]
42#[strum(ascii_case_insensitive)]
43/// Model weight types
44pub enum WeightType {
45    #[subenum(Flux1MiniWeight)]
46    F32,
47    #[subenum(
48        NitroSDRealismWeight,
49        NitroSDVibrantWeight,
50        DiffInstructStarWeight,
51        SSD1BWeight
52    )]
53    F16,
54    #[subenum(
55        Flux1Weight,
56        ChromaWeight(default),
57        NitroSDRealismWeight,
58        NitroSDVibrantWeight,
59        DiffInstructStarWeight,
60        Flux2Weight,
61        ZImageTurboWeight,
62        QwenImageWeight,
63        OvisImageWeight(default),
64        TwinFlowZImageTurboExpWeight(default),
65        Flux2Klein4BWeight,
66        Flux2KleinBase4BWeight,
67        Flux2Klein9BWeight(default),
68        Flux2KleinBase9BWeight(default)
69    )]
70    Q4_0,
71    #[subenum(Flux2Weight, QwenImageWeight)]
72    Q4_1,
73    #[subenum(
74        NitroSDRealismWeight,
75        NitroSDVibrantWeight,
76        DiffInstructStarWeight,
77        Flux2Weight,
78        ZImageTurboWeight,
79        QwenImageWeight,
80        TwinFlowZImageTurboExpWeight
81    )]
82    Q5_0,
83    #[subenum(Flux2Weight, QwenImageWeight)]
84    Q5_1,
85    #[subenum(
86        Flux1Weight,
87        Flux1MiniWeight(default),
88        ChromaWeight,
89        NitroSDRealismWeight(default),
90        NitroSDVibrantWeight(default),
91        DiffInstructStarWeight(default),
92        ChromaRadianceWeight(default),
93        Flux2Weight,
94        ZImageTurboWeight,
95        QwenImageWeight,
96        OvisImageWeight,
97        TwinFlowZImageTurboExpWeight,
98        Flux2Klein4BWeight(default),
99        Flux2KleinBase4BWeight(default),
100        Flux2Klein9BWeight
101    )]
102    Q8_0,
103    Q8_1,
104    #[subenum(
105        Flux1Weight(default),
106        Flux1MiniWeight,
107        NitroSDRealismWeight,
108        NitroSDVibrantWeight,
109        DiffInstructStarWeight,
110        Flux2Weight(default),
111        ZImageTurboWeight,
112        QwenImageWeight(default)
113    )]
114    Q2_K,
115    #[subenum(
116        Flux1Weight,
117        Flux1MiniWeight,
118        NitroSDRealismWeight,
119        NitroSDVibrantWeight,
120        DiffInstructStarWeight,
121        ZImageTurboWeight,
122        Flux2Weight,
123        QwenImageWeight,
124        TwinFlowZImageTurboExpWeight
125    )]
126    Q3_K,
127    #[subenum(Flux1Weight, ZImageTurboWeight(default), Flux2Weight, QwenImageWeight)]
128    Q4_K,
129    #[subenum(Flux1MiniWeight, Flux2Weight, QwenImageWeight)]
130    Q5_K,
131    #[subenum(
132        Flux1MiniWeight,
133        NitroSDRealismWeight,
134        NitroSDVibrantWeight,
135        DiffInstructStarWeight,
136        Flux2Weight,
137        ZImageTurboWeight,
138        QwenImageWeight,
139        TwinFlowZImageTurboExpWeight
140    )]
141    Q6_K,
142    Q8_K,
143    IQ2_XXS,
144    IQ2_XS,
145    IQ3_XXS,
146    IQ1_S,
147    IQ4_NL,
148    IQ3_S,
149    IQ2_S,
150    IQ4_XS,
151    I8,
152    I16,
153    I32,
154    I64,
155    F64,
156    IQ1_M,
157    #[subenum(
158        Flux1MiniWeight,
159        ChromaWeight,
160        ChromaRadianceWeight,
161        Flux2Weight,
162        ZImageTurboWeight,
163        QwenImageWeight,
164        OvisImageWeight,
165        TwinFlowZImageTurboExpWeight,
166        Flux2Klein4BWeight,
167        Flux2KleinBase4BWeight,
168        Flux2Klein9BWeight,
169        Flux2KleinBase9BWeight
170    )]
171    BF16,
172    TQ1_0,
173    TQ2_0,
174    MXFP4,
175    #[subenum(SSD1BWeight(default), QwenImageWeight)]
176    F8_E4M3,
177}
178
179#[non_exhaustive]
180#[derive(Debug, Clone, Copy, EnumDiscriminants)]
181#[strum_discriminants(derive(EnumString, VariantNames), strum(ascii_case_insensitive))]
182/// Models ready to use
183pub enum Preset {
184    StableDiffusion1_4,
185    StableDiffusion1_5,
186    /// <https://huggingface.co/stabilityai/stable-diffusion-2-1> model.
187    ///  Vae-tiling enabled. 768x768.
188    StableDiffusion2_1,
189    /// Requires access rights to <https://huggingface.co/stabilityai/stable-diffusion-3-medium> providing a token via [crate::util::set_hf_token]
190    /// Vae-tiling enabled. 1024x1024. Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. 30 steps.
191    StableDiffusion3Medium,
192    /// Requires access rights to <https://huggingface.co/stabilityai/stable-diffusion-3.5-medium> providing a token via [crate::util::set_hf_token]
193    /// Vae-tiling enabled. 1024x1024. Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. cfg_scale 4.5. 40 steps.
194    StableDiffusion3_5Medium,
195    /// Requires access rights to <https://huggingface.co/stabilityai/stable-diffusion-3.5-large> providing a token via [crate::util::set_hf_token]
196    /// Vae-tiling enabled. 1024x1024. Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. cfg_scale 4.5. 28 steps.
197    StableDiffusion3_5Large,
198    /// Requires access rights to <https://huggingface.co/stabilityai/stable-diffusion-3.5-large-turbo> providing a token via [crate::util::set_hf_token]
199    /// Vae-tiling enabled. 1024x1024. Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. cfg_scale 0. 4 steps.
200    StableDiffusion3_5LargeTurbo,
201    SDXLBase1_0,
202    /// cfg_scale 1. guidance 0. 4 steps
203    SDTurbo,
204    /// cfg_scale 1. guidance 0. 4 steps
205    SDXLTurbo1_0,
206    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.1-dev> providing a token via [crate::util::set_hf_token]
207    /// Vae-tiling enabled. 1024x1024. Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. 28 steps.
208    Flux1Dev(Flux1Weight),
209    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.1-schnell> providing a token via [crate::util::set_hf_token]
210    /// Vae-tiling enabled. 1024x1024. Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. 4 steps.
211    Flux1Schnell(Flux1Weight),
212    /// A 3.2B param rectified flow transformer distilled from FLUX.1-dev <https://huggingface.co/TencentARC/flux-mini> <https://huggingface.co/HyperX-Sentience/Flux-Mini-GGUF>
213    /// Vae-tiling enabled. 512x512. Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. cfg_scale 1. 20 steps.
214    Flux1Mini(Flux1MiniWeight),
215    /// Requires access rights to <https://huggingface.co/RunDiffusion/Juggernaut-XI-v11> providing a token via [crate::util::set_hf_token]
216    /// Vae-tiling enabled. 1024x1024. Enabled [crate::api::SampleMethod::DPM2_SAMPLE_METHOD]. guidance 6. 20 steps
217    JuggernautXL11,
218    /// Chroma is an 8.9B parameter model based on FLUX.1-schnell
219    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.1-dev> providing a token via [crate::util::set_hf_token]
220    /// Vae-tiling enabled. 512x512. Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. cfg_scale 4. 20 steps
221    Chroma(ChromaWeight),
222    /// sgm_uniform scheduler. cfg_scale 1. timestep_shift 250. 1 steps. 1024x1024
223    NitroSDRealism(NitroSDRealismWeight),
224    /// sgm_uniform scheduler. cfg_scale 1. timestep_shift 500. 1 steps. 1024x1024
225    NitroSDVibrant(NitroSDVibrantWeight),
226    /// sgm_uniform scheduler. cfg_scale 1. timestep_shift 400. 1 steps. 1024x1024
227    DiffInstructStar(DiffInstructStarWeight),
228    /// Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. cfg_scale 4.0. 20 steps.
229    ChromaRadiance(ChromaRadianceWeight),
230    /// cfg_scale 9.0. 20 steps. 1024x1024
231    SSD1B(SSD1BWeight),
232    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.2-dev> providing a token via [crate::util::set_hf_token]
233    /// Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. cfg_scale 1.0. Flash attention enabled. Offload params to CPU enabled. 20 steps. 512x512. Vae-tiling enabled.
234    Flux2Dev(Flux2Weight),
235    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.1-schnell> providing a token via [crate::util::set_hf_token]
236    /// cfg_scale 1.0. 9 steps. Flash attention enabled. 1024x412. Vae-tiling enabled.
237    ZImageTurbo(ZImageTurboWeight),
238    /// Enabled [crate::api::SampleMethod::EULER_SAMPLE_METHOD]. cfg_scale 2.5. flow_shift 3.0. Flash attention enabled. Offload params to CPU enabled. 20 steps. 1024x1024. Vae-tiling enabled.
239    QwenImage(QwenImageWeight),
240    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.1-schnel> providing a token via [crate::util::set_hf_token]
241    /// cfg_scale 5.0. Flash attention enabled. Offload params to CPU enabled. 20 steps. Vae-tiling enabled. 512x512.
242    OvisImage(OvisImageWeight),
243    /// lykon/dreamshaper-xl-v2-turbo is a Stable Diffusion model that has been fine-tuned on stabilityai/stable-diffusion-xl-base-1.0.
244    /// guidance_scale 2.0. 6 steps. 1024x1024. Vae-tiling enabled. Enabled [crate::api::SampleMethod::DPM2_SAMPLE_METHOD]
245    DreamShaperXL2_1Turbo,
246    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.1-schnell> providing a token via [crate::util::set_hf_token]
247    /// Enabled [crate::api::SampleMethod::DPM2_SAMPLE_METHOD] and [crate::api::Scheduler::SMOOTHSTEP_SCHEDULER]. cfg_scale 1.0. 3 steps. Flash attention enabled. 1024x512. Vae-tiling enabled.
248    TwinFlowZImageTurboExp(TwinFlowZImageTurboExpWeight),
249    /// cfg_scale 1.0. 1 steps. 512x512
250    SDXS512DreamShaper,
251    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.2-dev> providing a token via [crate::util::set_hf_token]
252    /// cfg scale 1.0. 4 steps. Flash attention enabled. Offload params to CPU enabled. 1024x1024. Vae-tiling enabled
253    Flux2Klein4B(Flux2Klein4BWeight),
254    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.2-dev> providing a token via [crate::util::set_hf_token]
255    /// cfg scale 4.0. 20 steps. Flash attention enabled. Offload params to CPU enabled. 1024x1024. Vae-tiling enabled
256    Flux2KleinBase4B(Flux2KleinBase4BWeight),
257    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.2-dev> providing a token via [crate::util::set_hf_token]
258    /// cfg scale 1.0. 4 steps. Flash attention enabled. Offload params to CPU enabled. 1024x1024. Vae-tiling enabled
259    Flux2Klein9B(Flux2Klein9BWeight),
260    /// Requires access rights to <https://huggingface.co/black-forest-labs/FLUX.2-dev> providing a token via [crate::util::set_hf_token]
261    /// cfg scale 4.0. 20 steps. Flash attention enabled. Offload params to CPU enabled. 1024x1024. Vae-tiling enabled
262    Flux2KleinBase9B(Flux2KleinBase9BWeight),
263    /// guidance_scale 9. 25 steps. 1024x1024
264    SegmindVega,
265}
266
267impl Preset {
268    fn try_configs_builder(self) -> Result<(ConfigBuilder, ModelConfigBuilder), ApiError> {
269        match self {
270            Preset::StableDiffusion1_4 => stable_diffusion_1_4(),
271            Preset::StableDiffusion1_5 => stable_diffusion_1_5(),
272            Preset::StableDiffusion2_1 => stable_diffusion_2_1(),
273            Preset::StableDiffusion3Medium => stable_diffusion_3_medium(),
274            Preset::SDXLBase1_0 => sdxl_base_1_0(),
275            Preset::Flux1Dev(sd_type_t) => flux_1_dev(sd_type_t),
276            Preset::Flux1Schnell(sd_type_t) => flux_1_schnell(sd_type_t),
277            Preset::SDTurbo => sd_turbo(),
278            Preset::SDXLTurbo1_0 => sdxl_turbo_1_0(),
279            Preset::StableDiffusion3_5Large => stable_diffusion_3_5_large(),
280            Preset::StableDiffusion3_5Medium => stable_diffusion_3_5_medium(),
281            Preset::StableDiffusion3_5LargeTurbo => stable_diffusion_3_5_large_turbo(),
282            Preset::JuggernautXL11 => juggernaut_xl_11(),
283            Preset::Flux1Mini(sd_type_t) => flux_1_mini(sd_type_t),
284            Preset::Chroma(sd_type_t) => chroma(sd_type_t),
285            Preset::NitroSDRealism(sd_type_t) => nitro_sd_realism(sd_type_t),
286            Preset::NitroSDVibrant(sd_type_t) => nitro_sd_vibrant(sd_type_t),
287            Preset::DiffInstructStar(sd_type_t) => diff_instruct_star(sd_type_t),
288            Preset::ChromaRadiance(sd_type_t) => chroma_radiance(sd_type_t),
289            Preset::SSD1B(sd_type_t) => ssd_1b(sd_type_t),
290            Preset::Flux2Dev(sd_type_t) => flux_2_dev(sd_type_t),
291            Preset::ZImageTurbo(sd_type_t) => z_image_turbo(sd_type_t),
292            Preset::QwenImage(sd_type_t) => qwen_image(sd_type_t),
293            Preset::OvisImage(sd_type_t) => ovis_image(sd_type_t),
294            Preset::DreamShaperXL2_1Turbo => dream_shaper_xl_2_1_turbo(),
295            Preset::TwinFlowZImageTurboExp(sd_type_t) => twinflow_z_image_turbo(sd_type_t),
296            Preset::SDXS512DreamShaper => sdxs512_dream_shaper(),
297            Preset::Flux2Klein4B(sd_type_t) => flux_2_klein_4b(sd_type_t),
298            Preset::Flux2KleinBase4B(sd_type_t) => flux_2_klein_base_4b(sd_type_t),
299            Preset::Flux2Klein9B(sd_type_t) => flux_2_klein_9b(sd_type_t),
300            Preset::Flux2KleinBase9B(sd_type_t) => flux_2_klein_base_9b(sd_type_t),
301            Preset::SegmindVega => segmind_vega(),
302        }
303    }
304}
305
306/// Configs tuple used by [crate::modifier]
307pub type ConfigsBuilder = (ConfigBuilder, ModelConfigBuilder);
308
309/// Returned by [PresetBuilder::build]
310pub type Configs = (Config, ModelConfig);
311
312/// Helper functions that modifies the [ConfigBuilder] See [crate::modifier]
313type ModifierFunction = dyn FnOnce(ConfigsBuilder) -> Result<ConfigsBuilder, ApiError>;
314
315#[derive(Builder)]
316#[builder(
317    name = "PresetBuilder",
318    pattern = "owned",
319    setter(into),
320    build_fn(name = "internal_build", private, error = "ConfigBuilderError")
321)]
322/// Helper struct for [ConfigBuilder]
323pub struct PresetConfig {
324    prompt: String,
325    preset: Preset,
326    #[builder(private, default = "Vec::new()")]
327    modifiers: Vec<Box<ModifierFunction>>,
328}
329
330impl PresetBuilder {
331    /// Add modifier that will apply in sequence
332    pub fn with_modifier<F>(mut self, f: F) -> Self
333    where
334        F: FnOnce(ConfigsBuilder) -> Result<ConfigsBuilder, ApiError> + 'static,
335    {
336        if self.modifiers.is_none() {
337            self.modifiers = Some(Vec::new());
338        }
339        self.modifiers.as_mut().unwrap().push(Box::new(f));
340        self
341    }
342
343    pub fn build(self) -> Result<Configs, ConfigBuilderError> {
344        let preset = self.internal_build()?;
345        let configs: ConfigsBuilder = preset
346            .try_into()
347            .map_err(|err: ApiError| ConfigBuilderError::ValidationError(err.to_string()))?;
348        let config = configs.0.build()?;
349        let config_model = configs.1.build()?;
350
351        Ok((config, config_model))
352    }
353}
354
355impl TryFrom<PresetConfig> for ConfigsBuilder {
356    type Error = ApiError;
357
358    fn try_from(value: PresetConfig) -> Result<Self, Self::Error> {
359        let mut configs_builder = value.preset.try_configs_builder()?;
360        for m in value.modifiers {
361            configs_builder = m(configs_builder)?;
362        }
363        configs_builder.0.prompt(value.prompt);
364        Ok(configs_builder)
365    }
366}
367
368#[cfg(test)]
369mod tests {
370    use crate::{
371        api::gen_img,
372        preset::{
373            ChromaRadianceWeight, ChromaWeight, DiffInstructStarWeight, Flux1MiniWeight,
374            Flux1Weight, Flux2Klein4BWeight, Flux2Klein9BWeight, Flux2KleinBase4BWeight,
375            Flux2KleinBase9BWeight, Flux2Weight, NitroSDRealismWeight, NitroSDVibrantWeight,
376            OvisImageWeight, QwenImageWeight, SSD1BWeight, TwinFlowZImageTurboExpWeight,
377            ZImageTurboWeight,
378        },
379        util::set_hf_token,
380    };
381
382    use super::{Preset, PresetBuilder};
383    static PROMPT: &str = "a lovely dinosaur made by crochet";
384
385    fn run(preset: Preset) {
386        let (config, mut model_config) = PresetBuilder::default()
387            .preset(preset)
388            .prompt(PROMPT)
389            .build()
390            .unwrap();
391        gen_img(&config, &mut model_config).unwrap();
392    }
393
394    #[ignore]
395    #[test]
396    fn test_stable_diffusion_1_4() {
397        run(Preset::StableDiffusion1_4);
398    }
399
400    #[ignore]
401    #[test]
402    fn test_stable_diffusion_1_5() {
403        run(Preset::StableDiffusion1_5);
404    }
405
406    #[ignore]
407    #[test]
408    fn test_stable_diffusion_2_1() {
409        run(Preset::StableDiffusion2_1);
410    }
411
412    #[ignore]
413    #[test]
414    fn test_stable_diffusion_3_medium_fp16() {
415        set_hf_token(include_str!("../token.txt"));
416        run(Preset::StableDiffusion3Medium);
417    }
418
419    #[ignore]
420    #[test]
421    fn test_sdxl_base_1_0() {
422        run(Preset::SDXLBase1_0);
423    }
424
425    #[ignore]
426    #[test]
427    fn test_flux_1_dev() {
428        set_hf_token(include_str!("../token.txt"));
429        run(Preset::Flux1Dev(Flux1Weight::Q2_K));
430    }
431
432    #[ignore]
433    #[test]
434    fn test_flux_1_schnell() {
435        set_hf_token(include_str!("../token.txt"));
436        run(Preset::Flux1Schnell(Flux1Weight::Q2_K));
437    }
438
439    #[ignore]
440    #[test]
441    fn test_sd_turbo() {
442        run(Preset::SDTurbo);
443    }
444
445    #[ignore]
446    #[test]
447    fn test_sdxl_turbo_1_0_fp16() {
448        run(Preset::SDXLTurbo1_0);
449    }
450
451    #[ignore]
452    #[test]
453    fn test_stable_diffusion_3_5_medium_fp16() {
454        set_hf_token(include_str!("../token.txt"));
455        run(Preset::StableDiffusion3_5Medium);
456    }
457
458    #[ignore]
459    #[test]
460    fn test_stable_diffusion_3_5_large_fp16() {
461        set_hf_token(include_str!("../token.txt"));
462        run(Preset::StableDiffusion3_5Large);
463    }
464
465    #[ignore]
466    #[test]
467    fn test_stable_diffusion_3_5_large_turbo_fp16() {
468        set_hf_token(include_str!("../token.txt"));
469        run(Preset::StableDiffusion3_5LargeTurbo);
470    }
471
472    #[ignore]
473    #[test]
474    fn test_juggernaut_xl_11() {
475        set_hf_token(include_str!("../token.txt"));
476        run(Preset::JuggernautXL11);
477    }
478
479    #[ignore]
480    #[test]
481    fn test_flux_1_mini() {
482        set_hf_token(include_str!("../token.txt"));
483        run(Preset::Flux1Mini(Flux1MiniWeight::Q2_K));
484    }
485
486    #[ignore]
487    #[test]
488    fn test_chroma() {
489        set_hf_token(include_str!("../token.txt"));
490        run(Preset::Chroma(ChromaWeight::Q4_0));
491    }
492
493    #[ignore]
494    #[test]
495    fn test_nitro_sd_realism() {
496        run(Preset::NitroSDRealism(NitroSDRealismWeight::Q8_0));
497    }
498
499    #[ignore]
500    #[test]
501    fn test_nitro_sd_vibrant() {
502        run(Preset::NitroSDVibrant(NitroSDVibrantWeight::Q8_0));
503    }
504
505    #[ignore]
506    #[test]
507    fn test_diff_instruct_star() {
508        run(Preset::DiffInstructStar(DiffInstructStarWeight::Q8_0));
509    }
510
511    #[ignore]
512    #[test]
513    fn test_chroma_radiance() {
514        run(Preset::ChromaRadiance(ChromaRadianceWeight::Q8_0));
515    }
516
517    #[ignore]
518    #[test]
519    fn test_ssd_1b() {
520        run(Preset::SSD1B(SSD1BWeight::F8_E4M3));
521    }
522
523    #[ignore]
524    #[test]
525    fn test_flux_2_dev() {
526        set_hf_token(include_str!("../token.txt"));
527        run(Preset::Flux2Dev(Flux2Weight::Q2_K));
528    }
529
530    #[ignore]
531    #[test]
532    fn test_z_image_turbo() {
533        set_hf_token(include_str!("../token.txt"));
534        run(Preset::ZImageTurbo(ZImageTurboWeight::Q2_K));
535    }
536
537    #[ignore]
538    #[test]
539    fn test_qwen_image() {
540        run(Preset::QwenImage(QwenImageWeight::Q2_K));
541    }
542
543    #[ignore]
544    #[test]
545    fn test_ovis_image() {
546        set_hf_token(include_str!("../token.txt"));
547        run(Preset::OvisImage(OvisImageWeight::Q4_0));
548    }
549
550    #[ignore]
551    #[test]
552    fn test_dreamshaper_xl_2_1_turbo() {
553        run(Preset::DreamShaperXL2_1Turbo);
554    }
555
556    #[ignore]
557    #[test]
558    fn test_twinflow_z_image_turbo_exp() {
559        set_hf_token(include_str!("../token.txt"));
560        run(Preset::TwinFlowZImageTurboExp(
561            TwinFlowZImageTurboExpWeight::Q3_K,
562        ));
563    }
564
565    #[ignore]
566    #[test]
567    fn test_sdxs512_dream_shaper() {
568        run(Preset::SDXS512DreamShaper);
569    }
570
571    #[ignore]
572    #[test]
573    fn test_flux_2_klein_4b() {
574        set_hf_token(include_str!("../token.txt"));
575        run(Preset::Flux2Klein4B(Flux2Klein4BWeight::Q8_0));
576    }
577
578    #[ignore]
579    #[test]
580    fn test_flux_2_klein_base_4b() {
581        set_hf_token(include_str!("../token.txt"));
582        run(Preset::Flux2KleinBase4B(Flux2KleinBase4BWeight::Q8_0));
583    }
584
585    #[ignore]
586    #[test]
587    fn test_flux_2_klein_9b() {
588        set_hf_token(include_str!("../token.txt"));
589        run(Preset::Flux2Klein9B(Flux2Klein9BWeight::Q4_0));
590    }
591
592    #[ignore]
593    #[test]
594    fn test_flux_2_klein_base_9b() {
595        set_hf_token(include_str!("../token.txt"));
596        run(Preset::Flux2KleinBase9B(Flux2KleinBase9BWeight::Q4_0));
597    }
598
599    #[ignore]
600    #[test]
601    fn test_segmind_vega() {
602        run(Preset::SegmindVega);
603    }
604}
diffusion_rs/preset.rs

diffusion_rs/
preset.rs
