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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
799 | 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... | [
"deepcache",
"modify_steps"
] | 2.9 | SD1.5_DPMSolverMultistepScheduler_20_799 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and Modify Inference Steps | 8.322318 | 30.059095 | 798 |
89 | 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... | [
"deepcache",
"fp16",
"fuse_qkv"
] | 3.2 | SD1.5_UniPCMultistepScheduler_15_89 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, FP16, and Fuse QKV Projections | 6.405218 | 30.213705 | 88 |
735 | 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... | [
"tgate",
"fp16",
"fuse_qkv"
] | 1.3 | SD1.5_DPMSolverMultistepScheduler_15_735 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate, FP16, and Fuse QKV Projections | 6.390921 | 30.080959 | 734 |
6,267 | 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... | [
"fp16"
] | 1.4 | SD2.0_DPMSolverMultistepScheduler_15_6267 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | FP16 | 17.029266 | 32.395187 | 6,266 |
5,410 | 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_5410 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Inference Steps | 32.970412 | 31.280704 | 5,409 |
1,468 | 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_1468 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Modify Inference Steps | 8.366208 | 30.208422 | 1,467 |
6,237 | 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",
"fp16"
] | 1.3 | SD2.0_UniPCMultistepScheduler_50_6237 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler, Modify Inference Steps, and FP16 | 53.39776 | 32.486603 | 6,236 |
199 | 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... | [
"fp16",
"fuse_qkv"
] | 1.6 | SD1.5_UniPCMultistepScheduler_20_199 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | FP16 and Fuse QKV Projections | 8.462116 | 30.091299 | 198 |
3,455 | 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... | [
"modify_scheduler",
"modify_steps"
] | 1.7 | SD1.4_DDIMScheduler_25_3455 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Scheduler and Modify Inference Steps | 10.32053 | 30.040825 | 3,454 |
3,025 | 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... | [
"fuse_qkv"
] | 1.2 | SD1.4_DPMSolverMultistepScheduler_50_3025 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Fuse QKV Projections | 20.429512 | 30.244041 | 3,024 |
549 | SD1.5 | 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",
"modify_steps"
] | 2.9 | SD1.5_UniPCMultistepScheduler_50_549 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and Modify Inference Steps | 20.096317 | 29.539167 | 548 |
1,537 | 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",
"fp16"
] | 2.8 | SD1.5_DDIMScheduler_25_1537 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache and FP16 | 10.47229 | 30.09178 | 1,536 |
2,692 | 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... | [
"tgate",
"fuse_qkv"
] | 1.4 | SD1.4_DPMSolverMultistepScheduler_20_2692 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and Fuse QKV Projections | 8.338309 | 29.992279 | 2,691 |
4,597 | SD2.1 | 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"
] | 3 | SD2.1_DPMSolverMultistepScheduler_20_4597 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, Token Merge, and FP16 | 22.452088 | 31.849192 | 4,596 |
3,114 | 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_3114 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler, Modify Inference Steps, and FP16 | 20.429512 | 30.244041 | 3,113 |
3,541 | 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... | [
"deepcache",
"fuse_qkv"
] | 2.5 | SD1.4_DDIMScheduler_30_3541 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache and Fuse QKV Projections | 12.238077 | 29.727682 | 3,540 |
3,278 | 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... | [
"modify_scheduler"
] | 1.3 | SD1.4_DDIMScheduler_20_3278 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Scheduler | 8.560419 | 29.711561 | 3,277 |
5,228 | SD2.1 | 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... | [
"token_merge",
"fp16",
"fuse_qkv"
] | 2.2 | SD2.1_DDIMScheduler_20_5228 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge, FP16, and Fuse QKV Projections | 21.946606 | 31.668226 | 5,227 |
1,534 | 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... | [
"modify_steps"
] | 1.5 | SD1.5_DDIMScheduler_25_1534 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Inference Steps | 10.47229 | 30.09178 | 1,533 |
5,040 | 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... | [
"deepcache",
"fp16"
] | 2.8 | SD2.1_DDIMScheduler_15_5040 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache and FP16 | 16.908809 | 31.402391 | 5,039 |
4,830 | 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... | [
"modify_scheduler",
"modify_steps"
] | 1.7 | SD2.1_DPMSolverMultistepScheduler_30_4830 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler and Modify Inference Steps | 32.569826 | 31.916939 | 4,829 |
6,844 | 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",
"modify_steps"
] | 3.4 | SD2.0_DPMSolverMultistepScheduler_50_6844 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, FP16, and Modify Inference Steps | 54.517666 | 32.549061 | 6,843 |
938 | 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... | [
"tgate",
"fp16"
] | 1.8 | SD1.5_DPMSolverMultistepScheduler_25_938 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and FP16 | 10.255099 | 30.186361 | 937 |
4,788 | 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",
"fp16"
] | 2.8 | SD2.1_DPMSolverMultistepScheduler_30_4788 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache and FP16 | 32.569826 | 31.916939 | 4,787 |
5,376 | 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"
] | 2.3 | SD2.1_DDIMScheduler_30_5376 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache | 32.970412 | 31.280704 | 5,375 |
3,249 | 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",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.4_DDIMScheduler_15_3249 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 6.386446 | 29.881004 | 3,248 |
5,664 | 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... | [
"deepcache",
"fp16"
] | 2.8 | SD2.0_UniPCMultistepScheduler_15_5664 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and FP16 | 16.96001 | 32.388554 | 5,663 |
6,596 | SD2.0 | 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",
"token_merge",
"fp16"
] | 3 | SD2.0_DPMSolverMultistepScheduler_25_6596 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, Token Merge, and FP16 | 27.750164 | 32.46143 | 6,595 |
5,906 | 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_steps"
] | 1.5 | SD2.0_UniPCMultistepScheduler_25_5906 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Inference Steps | 27.239347 | 32.643745 | 5,905 |
5,788 | 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"
] | 2.8 | SD2.0_UniPCMultistepScheduler_20_5788 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and FP16 | 22.091942 | 33.260086 | 5,787 |
3,842 | SD2.1 | 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... | [
"deepcache",
"fp16",
"modify_steps"
] | 3.4 | SD2.1_UniPCMultistepScheduler_15_3842 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, FP16, and Modify Inference Steps | 16.978691 | 31.805943 | 3,841 |
3,287 | 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... | [
"deepcache",
"fp16"
] | 2.8 | SD1.4_DDIMScheduler_20_3287 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache and FP16 | 8.560419 | 29.711561 | 3,286 |
3,099 | 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"
] | 3 | SD1.4_DPMSolverMultistepScheduler_50_3099 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | DeepCache, Token Merge, and FP16 | 20.429512 | 30.244041 | 3,098 |
621 | SD1.5 | 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 | SD1.5_UniPCMultistepScheduler_50_621 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 20.096317 | 29.539167 | 620 |
7,058 | 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... | [
"token_merge",
"fuse_qkv"
] | 1.4 | SD2.0_DDIMScheduler_20_7058 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge and Fuse QKV Projections | 21.973401 | 31.748056 | 7,057 |
5,857 | 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",
"fp16",
"fuse_qkv"
] | 1.3 | SD2.0_UniPCMultistepScheduler_20_5857 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | T-Gate, FP16, and Fuse QKV Projections | 22.091942 | 33.260086 | 5,856 |
1,288 | 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"
] | 2.8 | SD1.5_DDIMScheduler_15_1288 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache and FP16 | 6.401294 | 29.366573 | 1,287 |
479 | 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... | [
"token_merge",
"fp16",
"fuse_qkv"
] | 2.2 | SD1.5_UniPCMultistepScheduler_30_479 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Token Merge, FP16, and Fuse QKV Projections | 12.297354 | 30.034943 | 478 |
1,426 | 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... | [
"token_merge",
"fp16"
] | 1.9 | SD1.5_DDIMScheduler_20_1426 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge and FP16 | 8.366208 | 30.208422 | 1,425 |
7,325 | 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... | [
"fp16",
"fuse_qkv"
] | 1.6 | SD2.0_DDIMScheduler_30_7325 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | FP16 and Fuse QKV Projections | 32.440876 | 32.184414 | 7,324 |
5,373 | 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... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD2.1_DDIMScheduler_25_5373 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 27.229133 | 31.341007 | 5,372 |
3,774 | SD2.1 | 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... | [
"fuse_qkv"
] | 1.2 | SD2.1_UniPCMultistepScheduler_15_3774 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Fuse QKV Projections | 16.978691 | 31.805943 | 3,773 |
1,403 | 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... | [
"modify_scheduler"
] | 1.3 | SD1.5_DDIMScheduler_20_1403 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Scheduler | 8.366208 | 30.208422 | 1,402 |
5,404 | 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_scheduler"
] | 1.3 | SD2.1_DDIMScheduler_30_5404 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Scheduler | 32.970412 | 31.280704 | 5,403 |
1,034 | 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_steps"
] | 1.5 | SD1.5_DPMSolverMultistepScheduler_30_1034 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Inference Steps | 12.234066 | 30.233316 | 1,033 |
6,426 | 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... | [
"token_merge",
"fp16"
] | 1.9 | SD2.0_DPMSolverMultistepScheduler_20_6426 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Token Merge and FP16 | 22.05487 | 32.635521 | 6,425 |
287 | 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",
"fp16"
] | 2.8 | SD1.5_UniPCMultistepScheduler_25_287 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and FP16 | 10.569559 | 29.822977 | 286 |
551 | SD1.5 | 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... | [
"token_merge",
"fp16"
] | 1.9 | SD1.5_UniPCMultistepScheduler_50_551 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Token Merge and FP16 | 20.096317 | 29.539167 | 550 |
6,381 | 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... | [
"token_merge"
] | 1.5 | SD2.0_DPMSolverMultistepScheduler_20_6381 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Token Merge | 22.05487 | 32.635521 | 6,380 |
4,728 | 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",
"fp16",
"fuse_qkv"
] | 2.2 | SD2.1_DPMSolverMultistepScheduler_25_4728 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Token Merge, FP16, and Fuse QKV Projections | 27.212097 | 31.867479 | 4,727 |
5,348 | 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... | [
"deepcache",
"token_merge",
"fp16"
] | 3 | SD2.1_DDIMScheduler_25_5348 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, Token Merge, and FP16 | 27.229133 | 31.341007 | 5,347 |
5,156 | SD2.1 | 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... | [
"modify_steps"
] | 1.5 | SD2.1_DDIMScheduler_20_5156 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Inference Steps | 21.946606 | 31.668226 | 5,155 |
1,818 | 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... | [
"tgate",
"fuse_qkv"
] | 1.4 | SD1.5_DDIMScheduler_50_1818 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate and Fuse QKV Projections | 20.61608 | 29.861729 | 1,817 |
4,396 | SD2.1 | 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... | [
"fuse_qkv"
] | 1.2 | SD2.1_DPMSolverMultistepScheduler_15_4396 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Fuse QKV Projections | 17.007784 | 31.898729 | 4,395 |
2,183 | SD1.4 | 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... | [
"token_merge",
"fuse_qkv"
] | 1.4 | SD1.4_UniPCMultistepScheduler_25_2183 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Token Merge and Fuse QKV Projections | 10.330835 | 30.294966 | 2,182 |
4,439 | SD2.1 | 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 | SD2.1_DPMSolverMultistepScheduler_15_4439 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and FP16 | 17.007784 | 31.898729 | 4,438 |
4,982 | 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... | [
"tgate",
"fp16",
"fuse_qkv"
] | 1.3 | SD2.1_DPMSolverMultistepScheduler_50_4982 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate, FP16, and Fuse QKV Projections | 54.561486 | 32.135975 | 4,981 |
1,510 | 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"
] | 1.5 | SD1.5_DDIMScheduler_25_1510 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge | 10.47229 | 30.09178 | 1,509 |
4,484 | SD2.1 | 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",
"fuse_qkv"
] | 1.3 | SD2.1_DPMSolverMultistepScheduler_15_4484 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate, FP16, and Fuse QKV Projections | 17.007784 | 31.898729 | 4,483 |
5,187 | SD2.1 | 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",
"fp16"
] | 1.8 | SD2.1_DDIMScheduler_20_5187 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate and FP16 | 21.946606 | 31.668226 | 5,186 |
5,460 | 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_scheduler",
"fp16"
] | 1.3 | SD2.1_DDIMScheduler_30_5460 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Scheduler and FP16 | 32.970412 | 31.280704 | 5,459 |
6,085 | 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... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD2.0_UniPCMultistepScheduler_30_6085 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler and FP16 | 32.481293 | 32.455551 | 6,084 |
7,048 | 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... | [
"deepcache",
"modify_steps"
] | 2.9 | SD2.0_DDIMScheduler_20_7048 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache and Modify Inference Steps | 21.973401 | 31.748056 | 7,047 |
2,179 | SD1.4 | 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... | [
"token_merge",
"fp16"
] | 1.9 | SD1.4_UniPCMultistepScheduler_25_2179 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Token Merge and FP16 | 10.330835 | 30.294966 | 2,178 |
4,308 | 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... | [
"token_merge",
"fuse_qkv"
] | 1.4 | SD2.1_UniPCMultistepScheduler_50_4308 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Token Merge and Fuse QKV Projections | 53.357975 | 31.472744 | 4,307 |
4,002 | 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"
] | 2.3 | SD2.1_UniPCMultistepScheduler_25_4002 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache | 27.995959 | 31.903229 | 4,001 |
3,626 | 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"
] | 2.3 | SD1.4_DDIMScheduler_50_3626 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache | 20.066364 | 30.196859 | 3,625 |
3,269 | 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... | [
"fp16"
] | 1.4 | SD1.4_DDIMScheduler_20_3269 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | FP16 | 8.560419 | 29.711561 | 3,268 |
4,114 | 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... | [
"modify_scheduler",
"modify_steps",
"fp16"
] | 1.3 | SD2.1_UniPCMultistepScheduler_25_4114 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler, Modify Inference Steps, and FP16 | 27.995959 | 31.903229 | 4,113 |
702 | 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... | [
"modify_scheduler",
"modify_steps"
] | 1.7 | SD1.5_DPMSolverMultistepScheduler_15_702 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler and Modify Inference Steps | 6.390921 | 30.080959 | 701 |
4,333 | 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... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD2.1_UniPCMultistepScheduler_50_4333 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler and FP16 | 53.357975 | 31.472744 | 4,332 |
4,527 | SD2.1 | 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"
] | 1.3 | SD2.1_DPMSolverMultistepScheduler_20_4527 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler | 22.452088 | 31.849192 | 4,526 |
5,368 | 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... | [
"deepcache",
"fp16",
"fuse_qkv",
"modify_steps"
] | 1.7 | SD2.1_DDIMScheduler_25_5368 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, Fuse QKV Projections, and Modify Inference Steps | 27.229133 | 31.341007 | 5,367 |
5,095 | 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... | [
"deepcache",
"fp16",
"modify_steps"
] | 3.4 | SD2.1_DDIMScheduler_15_5095 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, FP16, and Modify Inference Steps | 16.908809 | 31.402391 | 5,094 |
5,922 | 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... | [
"deepcache",
"modify_steps"
] | 2.9 | SD2.0_UniPCMultistepScheduler_25_5922 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and Modify Inference Steps | 27.239347 | 32.643745 | 5,921 |
834 | 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... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD1.5_DPMSolverMultistepScheduler_20_834 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler and FP16 | 8.322318 | 30.059095 | 833 |
3,197 | 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",
"fuse_qkv"
] | 1.6 | SD1.4_DDIMScheduler_15_3197 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | FP16 and Fuse QKV Projections | 6.386446 | 29.881004 | 3,196 |
1,503 | 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"
] | 2.3 | SD1.5_DDIMScheduler_25_1503 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache | 10.47229 | 30.09178 | 1,502 |
550 | SD1.5 | 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",
"modify_steps"
] | 2.9 | SD1.5_UniPCMultistepScheduler_50_550 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and Modify Inference Steps | 20.096317 | 29.539167 | 549 |
1,021 | 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... | [
"fuse_qkv"
] | 1.2 | SD1.5_DPMSolverMultistepScheduler_30_1021 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Fuse QKV Projections | 12.234066 | 30.233316 | 1,020 |
249 | 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... | [
"deepcache",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.5_UniPCMultistepScheduler_20_249 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 8.462116 | 30.091299 | 248 |
2,230 | SD1.4 | 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... | [
"token_merge",
"fp16",
"fuse_qkv"
] | 2.2 | SD1.4_UniPCMultistepScheduler_25_2230 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Token Merge, FP16, and Fuse QKV Projections | 10.330835 | 30.294966 | 2,229 |
297 | 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",
"modify_steps"
] | 2.9 | SD1.5_UniPCMultistepScheduler_25_297 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache and Modify Inference Steps | 10.569559 | 29.822977 | 296 |
1,562 | 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",
"fp16"
] | 1.8 | SD1.5_DDIMScheduler_25_1562 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | T-Gate and FP16 | 10.47229 | 30.09178 | 1,561 |
1,278 | 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... | [
"modify_scheduler"
] | 1.3 | SD1.5_DDIMScheduler_15_1278 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Scheduler | 6.401294 | 29.366573 | 1,277 |
5,323 | 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",
"fuse_qkv"
] | 1.6 | SD2.1_DDIMScheduler_25_5323 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | FP16 and Fuse QKV Projections | 27.229133 | 31.341007 | 5,322 |
3,434 | 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... | [
"token_merge",
"fuse_qkv"
] | 1.4 | SD1.4_DDIMScheduler_25_3434 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge and Fuse QKV Projections | 10.32053 | 30.040825 | 3,433 |
101 | 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... | [
"token_merge",
"fp16",
"fuse_qkv"
] | 2.2 | SD1.5_UniPCMultistepScheduler_15_101 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Token Merge, FP16, and Fuse QKV Projections | 6.405218 | 30.213705 | 100 |
4,819 | 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",
"fuse_qkv"
] | 1.4 | SD2.1_DPMSolverMultistepScheduler_30_4819 | {
"model_id": "stabilityai/stable-diffusion-2-1",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate and Fuse QKV Projections | 32.569826 | 31.916939 | 4,818 |
3,551 | 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... | [
"token_merge",
"fp16"
] | 1.9 | SD1.4_DDIMScheduler_30_3551 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge and FP16 | 12.238077 | 29.727682 | 3,550 |
2,520 | 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... | [
"fp16"
] | 1.4 | SD1.4_DPMSolverMultistepScheduler_15_2520 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | FP16 | 6.371175 | 29.827806 | 2,519 |
1,373 | 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",
"token_merge",
"fp16",
"fuse_qkv"
] | 1.7 | SD1.5_DDIMScheduler_15_1373 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | DeepCache, Token Merge, FP16, and Fuse QKV Projections | 6.401294 | 29.366573 | 1,372 |
6,642 | SD2.0 | 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... | [
"fp16"
] | 1.4 | SD2.0_DPMSolverMultistepScheduler_30_6642 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | FP16 | 32.701686 | 32.313618 | 6,641 |
2,209 | SD1.4 | 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",
"fp16"
] | 1.3 | SD1.4_UniPCMultistepScheduler_25_2209 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler and FP16 | 10.330835 | 30.294966 | 2,208 |
1,756 | 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... | [
"token_merge"
] | 1.5 | SD1.5_DDIMScheduler_50_1756 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Token Merge | 20.61608 | 29.861729 | 1,755 |
1,783 | 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... | [
"modify_steps"
] | 1.5 | SD1.5_DDIMScheduler_50_1783 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DDIMScheduler"
} | Modify Inference Steps | 20.61608 | 29.861729 | 1,782 |
2,856 | 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",
"fp16",
"fuse_qkv"
] | 1.3 | SD1.4_DPMSolverMultistepScheduler_25_2856 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | T-Gate, FP16, and Fuse QKV Projections | 10.339349 | 29.646402 | 2,855 |
347 | 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"
] | 3 | SD1.5_UniPCMultistepScheduler_25_347 | {
"model_id": "runwayml/stable-diffusion-v1-5",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | DeepCache, Token Merge, and FP16 | 10.569559 | 29.822977 | 346 |
2,581 | 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... | [
"modify_scheduler",
"fp16"
] | 1.3 | SD1.4_DPMSolverMultistepScheduler_15_2581 | {
"model_id": "CompVis/stable-diffusion-v1-4",
"pipeline": "StableDiffusionPipeline",
"scheduler": "DPMSolverMultistepScheduler"
} | Modify Scheduler and FP16 | 6.371175 | 29.827806 | 2,580 |
6,153 | 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"
] | 1.3 | SD2.0_UniPCMultistepScheduler_50_6153 | {
"model_id": "stabilityai/stable-diffusion-2",
"pipeline": "StableDiffusionPipeline",
"scheduler": "UniPCMultistepScheduler"
} | Modify Scheduler | 53.39776 | 32.486603 | 6,152 |
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