id int64 1 7.5k | model_name stringclasses 4
values | scheduler stringclasses 3
values | steps int64 15 50 | prompt stringlengths 2.11k 2.25k | acceleration_methods listlengths 1 4 | speedup float64 1.2 3.4 | unique_key stringlengths 27 41 | configs dict | acceleration_description stringclasses 25
values | latency float64 6.37 54.6 | clip_score float64 29.4 33.3 | __index_level_0__ int64 0 7.5k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,264 | SD1.4 | DDIMScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD1.4_DDIMScheduler_20_3264 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate | 8.560419 | 29.711561 | 3,263 |
682 | SD1.5 | DPMSolverMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fuse_qkv"
] | 1.4 | SD1.5_DPMSolverMultistepScheduler_15_682 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Token Merge and Fuse QKV Projections | 6.390921 | 30.080959 | 681 |
1,515 | SD1.5 | DDIMScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD1.5_DDIMScheduler_25_1515 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate | 10.47229 | 30.09178 | 1,514 |
3,746 | SD1.4 | DDIMScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.4_DDIMScheduler_50_3746 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 20.066364 | 30.196859 | 3,745 |
3,261 | SD1.4 | DDIMScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD1.4_DDIMScheduler_20_3261 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate | 8.560419 | 29.711561 | 3,260 |
6,293 | SD2.0 | DPMSolverMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD2.0_DPMSolverMultistepScheduler_15_6293 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and Fuse QKV Projections | 17.029266 | 32.395187 | 6,292 |
1,243 | SD1.5 | DPMSolverMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv",
"modify_steps"
] | 1.7 | SD1.5_DPMSolverMultistepScheduler_50_1243 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, FP16, Fuse QKV Projections, and Modify Inference Steps | 20.173961 | 29.479383 | 1,242 |
1,841 | SD1.5 | DDIMScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"modify_steps"
] | 3.4 | SD1.5_DDIMScheduler_50_1841 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Modify Inference Steps | 20.61608 | 29.861729 | 1,840 |
6,290 | SD2.0 | DPMSolverMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16"
] | 2.8 | SD2.0_DPMSolverMultistepScheduler_15_6290 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and FP16 | 17.029266 | 32.395187 | 6,289 |
1,873 | SD1.5 | DDIMScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.5_DDIMScheduler_50_1873 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 20.61608 | 29.861729 | 1,872 |
4,323 | SD2.1 | UniPCMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fp16",
"fuse_qkv"
] | 1.6 | SD2.1_UniPCMultistepScheduler_50_4323 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | FP16 and Fuse QKV Projections | 53.357975 | 31.472744 | 4,322 |
1,182 | SD1.5 | DPMSolverMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fuse_qkv"
] | 1.4 | SD1.5_DPMSolverMultistepScheduler_50_1182 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Token Merge and Fuse QKV Projections | 20.173961 | 29.479383 | 1,181 |
2,021 | SD1.4 | UniPCMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fuse_qkv"
] | 1.2 | SD1.4_UniPCMultistepScheduler_20_2021 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Fuse QKV Projections | 8.358727 | 30.0214 | 2,020 |
6,487 | SD2.0 | DPMSolverMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"modify_steps",
"fp16"
] | 1.3 | SD2.0_DPMSolverMultistepScheduler_20_6487 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler, Modify Inference Steps, and FP16 | 22.05487 | 32.635521 | 6,486 |
1,836 | SD1.5 | DDIMScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv"
] | 3.2 | SD1.5_DDIMScheduler_50_1836 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Fuse QKV Projections | 20.61608 | 29.861729 | 1,835 |
6,410 | SD2.0 | DPMSolverMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_steps"
] | 1.5 | SD2.0_DPMSolverMultistepScheduler_20_6410 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Inference Steps | 22.05487 | 32.635521 | 6,409 |
4,119 | SD2.1 | UniPCMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv",
"modify_steps"
] | 1.7 | SD2.1_UniPCMultistepScheduler_25_4119 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, FP16, Fuse QKV Projections, and Modify Inference Steps | 27.995959 | 31.903229 | 4,118 |
6,840 | SD2.0 | DPMSolverMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv"
] | 3.2 | SD2.0_DPMSolverMultistepScheduler_50_6840 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, FP16, and Fuse QKV Projections | 54.517666 | 32.549061 | 6,839 |
1,336 | SD1.5 | DDIMScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv"
] | 3.2 | SD1.5_DDIMScheduler_15_1336 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Fuse QKV Projections | 6.401294 | 29.366573 | 1,335 |
6,201 | SD2.0 | UniPCMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"modify_steps"
] | 1.7 | SD2.0_UniPCMultistepScheduler_50_6201 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler and Modify Inference Steps | 53.39776 | 32.486603 | 6,200 |
85 | SD1.5 | UniPCMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD1.5_UniPCMultistepScheduler_15_85 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler and FP16 | 6.405218 | 30.213705 | 84 |
5,477 | SD2.1 | DDIMScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fp16",
"fuse_qkv"
] | 2.2 | SD2.1_DDIMScheduler_30_5477 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge, FP16, and Fuse QKV Projections | 32.970412 | 31.280704 | 5,476 |
2,945 | SD1.4 | DPMSolverMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fuse_qkv"
] | 1.4 | SD1.4_DPMSolverMultistepScheduler_30_2945 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and Fuse QKV Projections | 12.196725 | 30.224178 | 2,944 |
6,417 | SD2.0 | DPMSolverMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD2.0_DPMSolverMultistepScheduler_20_6417 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and Fuse QKV Projections | 22.05487 | 32.635521 | 6,416 |
7,215 | SD2.0 | DDIMScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv"
] | 3.2 | SD2.0_DDIMScheduler_25_7215 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Fuse QKV Projections | 27.696526 | 32.453781 | 7,214 |
1,707 | SD1.5 | DDIMScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD1.5_DDIMScheduler_30_1707 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Scheduler and FP16 | 12.284244 | 29.603943 | 1,706 |
419 | SD1.5 | UniPCMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD1.5_UniPCMultistepScheduler_30_419 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and Fuse QKV Projections | 12.297354 | 30.034943 | 418 |
3,721 | SD1.4 | DDIMScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16"
] | 3 | SD1.4_DDIMScheduler_50_3721 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, Token Merge, and FP16 | 20.066364 | 30.196859 | 3,720 |
3,461 | SD1.4 | DDIMScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv"
] | 3.2 | SD1.4_DDIMScheduler_25_3461 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Fuse QKV Projections | 10.32053 | 30.040825 | 3,460 |
5,082 | SD2.1 | DDIMScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD2.1_DDIMScheduler_15_5082 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Scheduler and FP16 | 16.908809 | 31.402391 | 5,081 |
3,132 | SD1.4 | DDIMScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge"
] | 1.5 | SD1.4_DDIMScheduler_15_3132 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge | 6.386446 | 29.881004 | 3,131 |
4,635 | SD2.1 | DPMSolverMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge"
] | 1.5 | SD2.1_DPMSolverMultistepScheduler_25_4635 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Token Merge | 27.212097 | 31.867479 | 4,634 |
5,938 | SD2.0 | UniPCMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16"
] | 1.8 | SD2.0_UniPCMultistepScheduler_25_5938 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | T-Gate and FP16 | 27.239347 | 32.643745 | 5,937 |
5,470 | SD2.1 | DDIMScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"modify_steps"
] | 3.4 | SD2.1_DDIMScheduler_30_5470 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Modify Inference Steps | 32.970412 | 31.280704 | 5,469 |
5,509 | SD2.1 | DDIMScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge"
] | 1.5 | SD2.1_DDIMScheduler_50_5509 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge | 53.549354 | 31.97879 | 5,508 |
6,170 | SD2.0 | UniPCMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD2.0_UniPCMultistepScheduler_50_6170 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and Fuse QKV Projections | 53.39776 | 32.486603 | 6,169 |
1,730 | SD1.5 | DDIMScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fp16",
"fuse_qkv"
] | 2.2 | SD1.5_DDIMScheduler_30_1730 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge, FP16, and Fuse QKV Projections | 12.284244 | 29.603943 | 1,729 |
7,069 | SD2.0 | DDIMScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fuse_qkv"
] | 1.4 | SD2.0_DDIMScheduler_20_7069 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate and Fuse QKV Projections | 21.973401 | 31.748056 | 7,068 |
3,245 | SD1.4 | DDIMScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv",
"modify_steps"
] | 1.7 | SD1.4_DDIMScheduler_15_3245 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, Fuse QKV Projections, and Modify Inference Steps | 6.386446 | 29.881004 | 3,244 |
1,150 | SD1.5 | DPMSolverMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fuse_qkv"
] | 1.2 | SD1.5_DPMSolverMultistepScheduler_50_1150 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Fuse QKV Projections | 20.173961 | 29.479383 | 1,149 |
2,819 | SD1.4 | DPMSolverMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fuse_qkv"
] | 1.4 | SD1.4_DPMSolverMultistepScheduler_25_2819 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and Fuse QKV Projections | 10.339349 | 29.646402 | 2,818 |
2,125 | SD1.4 | UniPCMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.4_UniPCMultistepScheduler_20_2125 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 8.358727 | 30.0214 | 2,124 |
6,315 | SD2.0 | DPMSolverMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16"
] | 1.8 | SD2.0_DPMSolverMultistepScheduler_15_6315 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and FP16 | 17.029266 | 32.395187 | 6,314 |
6,063 | SD2.0 | UniPCMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16"
] | 1.8 | SD2.0_UniPCMultistepScheduler_30_6063 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | T-Gate and FP16 | 32.481293 | 32.455551 | 6,062 |
1,624 | SD1.5 | DDIMScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.5_DDIMScheduler_25_1624 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 10.47229 | 30.09178 | 1,623 |
1,512 | SD1.5 | DDIMScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD1.5_DDIMScheduler_25_1512 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate | 10.47229 | 30.09178 | 1,511 |
3,263 | SD1.4 | DDIMScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD1.4_DDIMScheduler_20_3263 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate | 8.560419 | 29.711561 | 3,262 |
3,115 | SD1.4 | DPMSolverMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"modify_steps",
"fp16"
] | 1.3 | SD1.4_DPMSolverMultistepScheduler_50_3115 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler, Modify Inference Steps, and FP16 | 20.429512 | 30.244041 | 3,114 |
2,544 | SD1.4 | DPMSolverMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD1.4_DPMSolverMultistepScheduler_15_2544 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and Fuse QKV Projections | 6.371175 | 29.827806 | 2,543 |
6,221 | SD2.0 | UniPCMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16"
] | 3 | SD2.0_UniPCMultistepScheduler_50_6221 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, Token Merge, and FP16 | 53.39776 | 32.486603 | 6,220 |
4,811 | SD2.1 | DPMSolverMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16"
] | 1.8 | SD2.1_DPMSolverMultistepScheduler_30_4811 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and FP16 | 32.569826 | 31.916939 | 4,810 |
5,764 | SD2.0 | UniPCMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD2.0_UniPCMultistepScheduler_20_5764 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | T-Gate | 22.091942 | 33.260086 | 5,763 |
3,606 | SD1.4 | DDIMScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16",
"fuse_qkv"
] | 1.3 | SD1.4_DDIMScheduler_30_3606 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate, FP16, and Fuse QKV Projections | 12.238077 | 29.727682 | 3,605 |
1,296 | SD1.5 | DDIMScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"modify_steps"
] | 2.9 | SD1.5_DDIMScheduler_15_1296 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache and Modify Inference Steps | 6.401294 | 29.366573 | 1,295 |
374 | SD1.5 | UniPCMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.5_UniPCMultistepScheduler_25_374 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 10.569559 | 29.822977 | 373 |
2,754 | SD1.4 | DPMSolverMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache"
] | 2.3 | SD1.4_DPMSolverMultistepScheduler_25_2754 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache | 10.339349 | 29.646402 | 2,753 |
5,407 | SD2.1 | DDIMScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_steps"
] | 1.5 | SD2.1_DDIMScheduler_30_5407 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Inference Steps | 32.970412 | 31.280704 | 5,406 |
4,166 | SD2.1 | UniPCMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD2.1_UniPCMultistepScheduler_30_4166 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and Fuse QKV Projections | 32.505791 | 31.954109 | 4,165 |
1,889 | SD1.4 | UniPCMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD1.4_UniPCMultistepScheduler_15_1889 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | T-Gate | 6.477924 | 30.252628 | 1,888 |
7,438 | SD2.0 | DDIMScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16"
] | 1.8 | SD2.0_DDIMScheduler_50_7438 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate and FP16 | 53.227768 | 32.747295 | 7,437 |
3,890 | SD2.1 | UniPCMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD2.1_UniPCMultistepScheduler_20_3890 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | T-Gate | 22.067885 | 31.805704 | 3,889 |
1,560 | SD1.5 | DDIMScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fuse_qkv"
] | 1.4 | SD1.5_DDIMScheduler_25_1560 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge and Fuse QKV Projections | 10.47229 | 30.09178 | 1,559 |
4,012 | SD2.1 | UniPCMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD2.1_UniPCMultistepScheduler_25_4012 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | T-Gate | 27.995959 | 31.903229 | 4,011 |
1,979 | SD1.4 | UniPCMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fp16",
"fuse_qkv"
] | 2.2 | SD1.4_UniPCMultistepScheduler_15_1979 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Token Merge, FP16, and Fuse QKV Projections | 6.477924 | 30.252628 | 1,978 |
6,303 | SD2.0 | DPMSolverMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fp16"
] | 1.9 | SD2.0_DPMSolverMultistepScheduler_15_6303 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Token Merge and FP16 | 17.029266 | 32.395187 | 6,302 |
7,128 | SD2.0 | DDIMScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache"
] | 2.3 | SD2.0_DDIMScheduler_25_7128 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache | 27.696526 | 32.453781 | 7,127 |
5,266 | SD2.1 | DDIMScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fp16"
] | 1.4 | SD2.1_DDIMScheduler_25_5266 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | FP16 | 27.229133 | 31.341007 | 5,265 |
813 | SD1.5 | DPMSolverMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16"
] | 1.8 | SD1.5_DPMSolverMultistepScheduler_20_813 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and FP16 | 8.322318 | 30.059095 | 812 |
4,920 | SD2.1 | DPMSolverMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD2.1_DPMSolverMultistepScheduler_50_4920 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and Fuse QKV Projections | 54.561486 | 32.135975 | 4,919 |
4,801 | SD2.1 | DPMSolverMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fp16"
] | 1.9 | SD2.1_DPMSolverMultistepScheduler_30_4801 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Token Merge and FP16 | 32.569826 | 31.916939 | 4,800 |
1,466 | SD1.5 | DDIMScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"modify_steps"
] | 3.4 | SD1.5_DDIMScheduler_20_1466 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Modify Inference Steps | 8.366208 | 30.208422 | 1,465 |
5,844 | SD2.0 | UniPCMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"modify_steps"
] | 3.4 | SD2.0_UniPCMultistepScheduler_20_5844 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, FP16, and Modify Inference Steps | 22.091942 | 33.260086 | 5,843 |
2,707 | SD1.4 | DPMSolverMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD1.4_DPMSolverMultistepScheduler_20_2707 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler and FP16 | 8.338309 | 29.992279 | 2,706 |
7,315 | SD2.0 | DDIMScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16"
] | 1.8 | SD2.0_DDIMScheduler_30_7315 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate and FP16 | 32.440876 | 32.184414 | 7,314 |
1,322 | SD1.5 | DDIMScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fp16",
"fuse_qkv"
] | 1.6 | SD1.5_DDIMScheduler_15_1322 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | FP16 and Fuse QKV Projections | 6.401294 | 29.366573 | 1,321 |
5,709 | SD2.0 | UniPCMultistepScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD2.0_UniPCMultistepScheduler_15_5709 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler and FP16 | 16.96001 | 32.388554 | 5,708 |
1,303 | SD1.5 | DDIMScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"token_merge",
"fp16"
] | 1.9 | SD1.5_DDIMScheduler_15_1303 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge and FP16 | 6.401294 | 29.366573 | 1,302 |
922 | SD1.5 | DPMSolverMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"modify_steps"
] | 2.9 | SD1.5_DPMSolverMultistepScheduler_25_922 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and Modify Inference Steps | 10.255099 | 30.186361 | 921 |
323 | SD1.5 | UniPCMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fp16",
"fuse_qkv"
] | 1.6 | SD1.5_UniPCMultistepScheduler_25_323 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | FP16 and Fuse QKV Projections | 10.569559 | 29.822977 | 322 |
2,816 | SD1.4 | DPMSolverMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fuse_qkv"
] | 1.4 | SD1.4_DPMSolverMultistepScheduler_25_2816 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and Fuse QKV Projections | 10.339349 | 29.646402 | 2,815 |
5,793 | SD2.0 | UniPCMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD2.0_UniPCMultistepScheduler_20_5793 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and Fuse QKV Projections | 22.091942 | 33.260086 | 5,792 |
3,048 | SD1.4 | DPMSolverMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"modify_steps"
] | 2.9 | SD1.4_DPMSolverMultistepScheduler_50_3048 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and Modify Inference Steps | 20.429512 | 30.244041 | 3,047 |
2,998 | SD1.4 | DPMSolverMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.4_DPMSolverMultistepScheduler_30_2998 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 12.196725 | 30.224178 | 2,997 |
4,648 | SD2.1 | DPMSolverMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fuse_qkv"
] | 1.2 | SD2.1_DPMSolverMultistepScheduler_25_4648 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Fuse QKV Projections | 27.212097 | 31.867479 | 4,647 |
3,124 | SD1.4 | DPMSolverMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.4_DPMSolverMultistepScheduler_50_3124 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 20.429512 | 30.244041 | 3,123 |
7,012 | SD2.0 | DDIMScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate"
] | 1.5 | SD2.0_DDIMScheduler_20_7012 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate | 21.973401 | 31.748056 | 7,011 |
232 | SD1.5 | UniPCMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"tgate",
"fp16",
"fuse_qkv"
] | 1.3 | SD1.5_UniPCMultistepScheduler_20_232 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | T-Gate, FP16, and Fuse QKV Projections | 8.462116 | 30.091299 | 231 |
5,494 | SD2.1 | DDIMScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv",
"modify_steps"
] | 1.7 | SD2.1_DDIMScheduler_30_5494 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, Fuse QKV Projections, and Modify Inference Steps | 32.970412 | 31.280704 | 5,493 |
6,196 | SD2.0 | UniPCMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fp16",
"fuse_qkv"
] | 1.6 | SD2.0_UniPCMultistepScheduler_50_6196 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | FP16 and Fuse QKV Projections | 53.39776 | 32.486603 | 6,195 |
6,491 | SD2.0 | DPMSolverMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv",
"modify_steps"
] | 1.7 | SD2.0_DPMSolverMultistepScheduler_20_6491 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, FP16, Fuse QKV Projections, and Modify Inference Steps | 22.05487 | 32.635521 | 6,490 |
1,080 | SD1.5 | DPMSolverMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"modify_steps"
] | 1.7 | SD1.5_DPMSolverMultistepScheduler_30_1080 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler and Modify Inference Steps | 12.234066 | 30.233316 | 1,079 |
4,797 | SD2.1 | DPMSolverMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"modify_steps"
] | 2.9 | SD2.1_DPMSolverMultistepScheduler_30_4797 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and Modify Inference Steps | 32.569826 | 31.916939 | 4,796 |
1,116 | SD1.5 | DPMSolverMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"fp16",
"fuse_qkv",
"modify_steps"
] | 1.7 | SD1.5_DPMSolverMultistepScheduler_30_1116 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, FP16, Fuse QKV Projections, and Modify Inference Steps | 12.234066 | 30.233316 | 1,115 |
4,374 | SD2.1 | UniPCMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD2.1_UniPCMultistepScheduler_50_4374 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 53.357975 | 31.472744 | 4,373 |
3,144 | SD1.4 | DDIMScheduler | 15 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"fp16"
] | 1.4 | SD1.4_DDIMScheduler_15_3144 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | FP16 | 6.386446 | 29.881004 | 3,143 |
6,489 | SD2.0 | DPMSolverMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"modify_steps",
"fp16"
] | 1.3 | SD2.0_DPMSolverMultistepScheduler_20_6489 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler, Modify Inference Steps, and FP16 | 22.05487 | 32.635521 | 6,488 |
2,489 | SD1.4 | UniPCMultistepScheduler | 50 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"modify_steps",
"fp16"
] | 1.3 | SD1.4_UniPCMultistepScheduler_50_2489 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler, Modify Inference Steps, and FP16 | 20.326275 | 29.873789 | 2,488 |
5,954 | SD2.0 | UniPCMultistepScheduler | 25 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"modify_scheduler",
"modify_steps"
] | 1.7 | SD2.0_UniPCMultistepScheduler_25_5954 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler and Modify Inference Steps | 27.239347 | 32.643745 | 5,953 |
6,005 | SD2.0 | UniPCMultistepScheduler | 30 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache"
] | 2.3 | SD2.0_UniPCMultistepScheduler_30_6005 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache | 32.481293 | 32.455551 | 6,004 |
2,749 | SD1.4 | DPMSolverMultistepScheduler | 20 |
You are an expert Python developer specializing in machine learning code writing.
- Think step by step
- Give the final code surrounded with ```python ```at the end of your response
- Use Python 3.8+ compatible syntax
- Ensure proper code formatting and indentation
- Include necessary imports but avoid unused librari... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.4_DPMSolverMultistepScheduler_20_2749 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 8.338309 | 29.992279 | 2,748 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.