Update llm_service.py #120
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iterateccvoelker
commented
May 20, 2024
iterateccvoelker
commented
- improved LLM Formulation creation with more specific instructions and examples
- update to new model GPT-4o
- manually tested for multiple scenarios -> much improved output.
- improved Formulation creation with more specific instructions and examples - update to new model GPT-4o
| f"Based on the general knowledge, your task is to explicitly give a recipe which lists:\n" | ||
| f"## Weight of Powders: [your esitmate'] kg\n" | ||
| f"## W/C-Ratio: [your estimate] %\n" | ||
| f"## If relevant Weight of Additives [your esitmate] kg\n" |
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Estimate ist falsch geschrieben (hier und in den Zeilen drunter
| @@ -257,26 +264,17 @@ def _create_output_format_excerpt(cls): | |||
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| For you orientation, here are some examples (note that these are just examples and must not be included in the general knowledge provided; further make sure to use units that are conventional for the components you are proposing): | |||
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| Example 1: | |||
| Water to Cement Ratio: 0.5 | |||
| Make sure to stick to exactly this format! Here are examples: | |||
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Bei meinem ersten Test hat er sich nicht an das Format gehalten. Hier das Ergebnis (ich habe relativ viele Komponenten angehakt um auch komplexe Setups zu testen):
Based on the provided design guidelines and components, here is an optimized concrete formulation recipe: - Weight of Powders: 400 kg - Water to Binder Ratio: 35% - Weight of Additives (Biochar, Limestone Powder): 4 kg, 40 kg - Weight of Admixtures (Super Plasticizer): 4 kg - Composition of Powder Blend (Fly Ash/GGBFS): 60/40 - Composition of Liquid (H2O/Activator Liquid): 96/4 - Processing: standard mixing and vibrating, ambient curing - Aggregates: 1800 kg Let's include the components as a comma-separated list: - Weight of Powders: 400 kg - Water to Binder Ratio: 35% - Weight of Additives (Biochar): 4 kg - Weight of Additives (Limestone Powder): 40 kg - Weight of Admixtures (Super Plasticizer): 4 kg - Composition of Powder Blend (Fly Ash/GGBFS): 60/40 - Composition of Liquid (H2O/Activator Liquid): 96/4 - Processing: standard mixing and vibrating, ambient curing - Aggregates: 1800 kg
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Auch bei einer einfacheren Komposition wurde das Format nicht eingehalten:
- Weight of Powders: 400 kg - Water to Cement Ratio: 40 % - Weight of Recycled Aggregates: 1000 kg - Composition of Powder Blend Fly Ash/GGBFS: 60/40 - Composition of Liquid H2O: 100 % - Processing: standard concrete mixing and curing methods
| Example 3: | ||
| Fly Ash: 40%, Water: 25%, Biochar: 10%, Rice Husk Ash: 10%, Recycled Glass Fines: 10%, Super Plasticizer: 5% | ||
| Example 3 Alkali Activated Binder Composition : | ||
| Fly Ash/GGBFS: 40/60, Water to Cement Ratio: 38 %, Biochar: 10%, Rice Husk Ash: 10%, Recycled Glass Fines: 10%, Super Plasticizer: 5% |
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In dem File gibt es noch 2 print statements, die man entfernen kann
print(design_knowledge_prompt)
und
print(prompt)
This reverts commit 06a0b93.
