How to run Llama model locally on MacBook Pro and Function calling in LLM -Llama web search agent breakdown

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  • llm-benchmark

    Benchmark llm performance

    admin@admins-MacBook-Pro ~ % git clone https://github.com/selvakumarsai/llm-benchmark.git Cloning into 'llm-benchmark'... remote: Enumerating objects: 28, done. remote: Counting objects: 100% (28/28), done. remote: Compressing objects: 100% (25/25), done. remote: Total 28 (delta 12), reused 6 (delta 1), pack-reused 0 Receiving objects: 100% (28/28), 16.26 KiB | 555.00 KiB/s, done. Resolving deltas: 100% (12/12), done. admin@admins-MacBook-Pro ~ % cd llm-benchmark admin@admins-MacBook-Pro llm-benchmark % pip install -r requirements.txt Defaulting to user installation because normal site-packages is not writeable Collecting ollama (from -r requirements.txt (line 1)) Downloading ollama-0.2.1-py3-none-any.whl.metadata (4.2 kB) Requirement already satisfied: pydantic in /Users/admin/Library/Python/3.9/lib/python/site-packages (from -r requirements.txt (line 2)) (2.8.0) Requirement already satisfied: httpx<0.28.0,>=0.27.0 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from ollama->-r requirements.txt (line 1)) (0.27.0) Requirement already satisfied: annotated-types>=0.4.0 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from pydantic->-r requirements.txt (line 2)) (0.7.0) Requirement already satisfied: pydantic-core==2.20.0 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from pydantic->-r requirements.txt (line 2)) (2.20.0) Requirement already satisfied: typing-extensions>=4.6.1 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from pydantic->-r requirements.txt (line 2)) (4.6.2) Requirement already satisfied: anyio in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (4.4.0) Requirement already satisfied: certifi in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (2023.5.7) Requirement already satisfied: httpcore==1.* in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (1.0.5) Requirement already satisfied: idna in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (3.4) Requirement already satisfied: sniffio in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (1.3.1) Requirement already satisfied: h11<0.15,>=0.13 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpcore==1.*->httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (0.14.0) Requirement already satisfied: exceptiongroup>=1.0.2 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (1.2.1) Downloading ollama-0.2.1-py3-none-any.whl (9.7 kB) Installing collected packages: ollama Successfully installed ollama-0.2.1 admin@admins-MacBook-Pro llm-benchmark % python benchmark.py --verbose --prompts "how to do organioc farming" zsh: command not found: python admin@admins-MacBook-Pro llm-benchmark % python3 benchmark.py --verbose --prompts "how to do organioc farming" Traceback (most recent call last): File "/Users/admin/llm-benchmark/benchmark.py", line 4, in import ollama ModuleNotFoundError: No module named 'ollama' admin@admins-MacBook-Pro llm-benchmark % pip3 install ollama DEPRECATION: Configuring installation scheme with distutils config files is deprecated and will no longer work in the near future. If you are using a Homebrew or Linuxbrew Python, please see discussion at https://github.com/Homebrew/homebrew-core/issues/76621 Requirement already satisfied: ollama in /Users/admin/Library/Python/3.9/lib/python/site-packages (0.2.1) Requirement already satisfied: httpx<0.28.0,>=0.27.0 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from ollama) (0.27.0) Requirement already satisfied: anyio in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (4.4.0) Requirement already satisfied: certifi in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (2023.5.7) Requirement already satisfied: httpcore==1.* in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (1.0.5) Requirement already satisfied: idna in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (3.4) Requirement already satisfied: sniffio in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (1.3.1) Requirement already satisfied: h11<0.15,>=0.13 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpcore==1.*->httpx<0.28.0,>=0.27.0->ollama) (0.14.0) Requirement already satisfied: exceptiongroup>=1.0.2 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama) (1.2.1) Requirement already satisfied: typing-extensions>=4.1 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama) (4.6.2) DEPRECATION: Configuring installation scheme with distutils config files is deprecated and will no longer work in the near future. If you are using a Homebrew or Linuxbrew Python, please see discussion at https://github.com/Homebrew/homebrew-core/issues/76621 admin@admins-MacBook-Pro llm-benchmark % python3 benchmark.py --verbose --prompts "how to do organioc farming" Traceback (most recent call last): File "/Users/admin/llm-benchmark/benchmark.py", line 4, in import ollama ModuleNotFoundError: No module named 'ollama' admin@admins-MacBook-Pro llm-benchmark % [email protected] benchmark.py --verbose --prompts "how to do organioc farming" zsh: command not found: [email protected] admin@admins-MacBook-Pro llm-benchmark % python3.10 benchmark.py --verbose --prompts "how to do organioc farming" Traceback (most recent call last): File "/Users/admin/llm-benchmark/benchmark.py", line 4, in import ollama ModuleNotFoundError: No module named 'ollama' admin@admins-MacBook-Pro llm-benchmark % python3.10 -m pip install ollama Collecting ollama Using cached ollama-0.2.1-py3-none-any.whl.metadata (4.2 kB) Requirement already satisfied: httpx<0.28.0,>=0.27.0 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from ollama) (0.27.0) Requirement already satisfied: anyio in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (4.4.0) Requirement already satisfied: certifi in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (2024.6.2) Requirement already satisfied: httpcore==1.* in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (1.0.5) Requirement already satisfied: idna in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (3.7) Requirement already satisfied: sniffio in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (1.3.1) Requirement already satisfied: h11<0.15,>=0.13 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpcore==1.*->httpx<0.28.0,>=0.27.0->ollama) (0.14.0) Requirement already satisfied: exceptiongroup>=1.0.2 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama) (1.2.1) Requirement already satisfied: typing-extensions>=4.1 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama) (4.12.2) Using cached ollama-0.2.1-py3-none-any.whl (9.7 kB) Installing collected packages: ollama Successfully installed ollama-0.2.1 admin@admins-MacBook-Pro llm-benchmark % python3.10 benchmark.py --verbose --prompts "how to do organioc farming" Verbose: True Skip models: [] Prompts: ['how to do organioc farming'] Evaluating models: ['llama3:latest', 'gemma:latest'] Benchmarking: llama3:latest Prompt: how to do organioc farming Organic farming is a type of agriculture that avoids the use of synthetic fertilizers, pesticides, and genetically modified organisms (GMOs). Instead, organic farmers rely on natural methods to control pests and diseases, and use compost and other natural amendments to improve soil fertility. Here are some key principles and practices of organic farming: 1. **Soil conservation**: Organic farmers focus on building healthy soil through the use of crop rotations, cover crops, and organic amendments like compost. 2. **Crop rotation**: Rotating crops helps to break disease cycles, improves soil structure, and increases biodiversity. 3. **Composting**: Composting is a key process in organic farming that turns waste into nutrient-rich fertilizer. 4. **Manure management**: Organic farmers use animal manure as a natural fertilizer and to improve soil health. 5. **Integrated pest management (IPM)**: Instead of relying on pesticides, organic farmers use IPM techniques like crop rotation, biological control, and cultural controls to manage pests. 6. **Cover cropping**: Planting cover crops in the off-season helps to prevent erosion, adds nutrients to the soil, and provides habitat for beneficial insects. 7. **Biodiversity conservation**: Organic farming aims to conserve biodiversity by promoting ecosystem services and supporting beneficial insects and microorganisms. 8. **Minimum tillage or no-till**: Reducing soil disturbance helps to preserve soil structure, reduce erosion, and promote soil biota. 9. **Organic amendments**: Using natural amendments like compost, manure, or green manure instead of synthetic fertilizers. 10. **Record keeping**: Organic farmers keep detailed records of their farming practices, including crop rotations, pest management, and soil health. Some specific techniques used in organic farming include: 1. **Biodynamic agriculture**: A holistic approach that considers the moon's cycles and uses natural preparations to promote soil fertility and plant growth. 2. **Permaculture**: A design system that aims to create self-sustaining ecosystems by mimicking nature's patterns and relationships. 3. **Agroforestry**: Integrating trees into agricultural landscapes to improve soil health, reduce erosion, and increase biodiversity. 4. **Green manure**: Planting legumes or other cover crops to fix nitrogen in the soil and add organic matter. 5. **Crop rotation with legumes**: Incorporating legume crops like beans or peas into crop rotations to improve soil fertility. To get started with organic farming, you can: 1. **Research local regulations**: Familiarize yourself with national and regional laws regarding organic farming practices and certifications. 2. **Start small**: Begin by converting a small portion of your land to organic methods and gradually scale up as you gain experience. 3. **Join an organic farm network**: Connect with other organic farmers, attend workshops, and share knowledge to learn from their experiences. 4. **Develop a business plan**: Create a plan for marketing and selling your organic products, including pricing and target markets. 5. **Monitor and adjust**: Continuously monitor your soil health, crop yields, and pest management strategies, and make adjustments as needed. Remember that transitioning to organic farming takes time, patience, and dedication. Start by making small changes and gradually build up your knowledge and skills.Response: ---------------------------------------------------- llama3:latest Prompt eval: 13.14 t/s Response: 6.23 t/s Total: 6.31 t/s Stats: Prompt tokens: 16 Response tokens: 654 Model load time: 2.06s Prompt eval time: 1.22s Response time: 105.04s Total time: 108.32s ---------------------------------------------------- Benchmarking: gemma:latest Prompt: how to do organioc farming

  • Scout Monitoring

    Performance metrics and, now, Logs Management Monitoring with Scout Monitoring. Get early access to Scout Monitoring's NEW Ruby logging feature [beta] by signing up now. Start for free and enable logs to get better insights into your Rails apps.

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  • homebrew-core

    🍻 Default formulae for the missing package manager for macOS (or Linux)

    admin@admins-MacBook-Pro ~ % git clone https://github.com/selvakumarsai/llm-benchmark.git Cloning into 'llm-benchmark'... remote: Enumerating objects: 28, done. remote: Counting objects: 100% (28/28), done. remote: Compressing objects: 100% (25/25), done. remote: Total 28 (delta 12), reused 6 (delta 1), pack-reused 0 Receiving objects: 100% (28/28), 16.26 KiB | 555.00 KiB/s, done. Resolving deltas: 100% (12/12), done. admin@admins-MacBook-Pro ~ % cd llm-benchmark admin@admins-MacBook-Pro llm-benchmark % pip install -r requirements.txt Defaulting to user installation because normal site-packages is not writeable Collecting ollama (from -r requirements.txt (line 1)) Downloading ollama-0.2.1-py3-none-any.whl.metadata (4.2 kB) Requirement already satisfied: pydantic in /Users/admin/Library/Python/3.9/lib/python/site-packages (from -r requirements.txt (line 2)) (2.8.0) Requirement already satisfied: httpx<0.28.0,>=0.27.0 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from ollama->-r requirements.txt (line 1)) (0.27.0) Requirement already satisfied: annotated-types>=0.4.0 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from pydantic->-r requirements.txt (line 2)) (0.7.0) Requirement already satisfied: pydantic-core==2.20.0 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from pydantic->-r requirements.txt (line 2)) (2.20.0) Requirement already satisfied: typing-extensions>=4.6.1 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from pydantic->-r requirements.txt (line 2)) (4.6.2) Requirement already satisfied: anyio in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (4.4.0) Requirement already satisfied: certifi in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (2023.5.7) Requirement already satisfied: httpcore==1.* in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (1.0.5) Requirement already satisfied: idna in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (3.4) Requirement already satisfied: sniffio in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (1.3.1) Requirement already satisfied: h11<0.15,>=0.13 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpcore==1.*->httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (0.14.0) Requirement already satisfied: exceptiongroup>=1.0.2 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama->-r requirements.txt (line 1)) (1.2.1) Downloading ollama-0.2.1-py3-none-any.whl (9.7 kB) Installing collected packages: ollama Successfully installed ollama-0.2.1 admin@admins-MacBook-Pro llm-benchmark % python benchmark.py --verbose --prompts "how to do organioc farming" zsh: command not found: python admin@admins-MacBook-Pro llm-benchmark % python3 benchmark.py --verbose --prompts "how to do organioc farming" Traceback (most recent call last): File "/Users/admin/llm-benchmark/benchmark.py", line 4, in import ollama ModuleNotFoundError: No module named 'ollama' admin@admins-MacBook-Pro llm-benchmark % pip3 install ollama DEPRECATION: Configuring installation scheme with distutils config files is deprecated and will no longer work in the near future. If you are using a Homebrew or Linuxbrew Python, please see discussion at https://github.com/Homebrew/homebrew-core/issues/76621 Requirement already satisfied: ollama in /Users/admin/Library/Python/3.9/lib/python/site-packages (0.2.1) Requirement already satisfied: httpx<0.28.0,>=0.27.0 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from ollama) (0.27.0) Requirement already satisfied: anyio in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (4.4.0) Requirement already satisfied: certifi in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (2023.5.7) Requirement already satisfied: httpcore==1.* in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (1.0.5) Requirement already satisfied: idna in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (3.4) Requirement already satisfied: sniffio in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (1.3.1) Requirement already satisfied: h11<0.15,>=0.13 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from httpcore==1.*->httpx<0.28.0,>=0.27.0->ollama) (0.14.0) Requirement already satisfied: exceptiongroup>=1.0.2 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama) (1.2.1) Requirement already satisfied: typing-extensions>=4.1 in /Users/admin/Library/Python/3.9/lib/python/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama) (4.6.2) DEPRECATION: Configuring installation scheme with distutils config files is deprecated and will no longer work in the near future. If you are using a Homebrew or Linuxbrew Python, please see discussion at https://github.com/Homebrew/homebrew-core/issues/76621 admin@admins-MacBook-Pro llm-benchmark % python3 benchmark.py --verbose --prompts "how to do organioc farming" Traceback (most recent call last): File "/Users/admin/llm-benchmark/benchmark.py", line 4, in import ollama ModuleNotFoundError: No module named 'ollama' admin@admins-MacBook-Pro llm-benchmark % [email protected] benchmark.py --verbose --prompts "how to do organioc farming" zsh: command not found: [email protected] admin@admins-MacBook-Pro llm-benchmark % python3.10 benchmark.py --verbose --prompts "how to do organioc farming" Traceback (most recent call last): File "/Users/admin/llm-benchmark/benchmark.py", line 4, in import ollama ModuleNotFoundError: No module named 'ollama' admin@admins-MacBook-Pro llm-benchmark % python3.10 -m pip install ollama Collecting ollama Using cached ollama-0.2.1-py3-none-any.whl.metadata (4.2 kB) Requirement already satisfied: httpx<0.28.0,>=0.27.0 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from ollama) (0.27.0) Requirement already satisfied: anyio in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (4.4.0) Requirement already satisfied: certifi in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (2024.6.2) Requirement already satisfied: httpcore==1.* in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (1.0.5) Requirement already satisfied: idna in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (3.7) Requirement already satisfied: sniffio in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpx<0.28.0,>=0.27.0->ollama) (1.3.1) Requirement already satisfied: h11<0.15,>=0.13 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from httpcore==1.*->httpx<0.28.0,>=0.27.0->ollama) (0.14.0) Requirement already satisfied: exceptiongroup>=1.0.2 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama) (1.2.1) Requirement already satisfied: typing-extensions>=4.1 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from anyio->httpx<0.28.0,>=0.27.0->ollama) (4.12.2) Using cached ollama-0.2.1-py3-none-any.whl (9.7 kB) Installing collected packages: ollama Successfully installed ollama-0.2.1 admin@admins-MacBook-Pro llm-benchmark % python3.10 benchmark.py --verbose --prompts "how to do organioc farming" Verbose: True Skip models: [] Prompts: ['how to do organioc farming'] Evaluating models: ['llama3:latest', 'gemma:latest'] Benchmarking: llama3:latest Prompt: how to do organioc farming Organic farming is a type of agriculture that avoids the use of synthetic fertilizers, pesticides, and genetically modified organisms (GMOs). Instead, organic farmers rely on natural methods to control pests and diseases, and use compost and other natural amendments to improve soil fertility. Here are some key principles and practices of organic farming: 1. **Soil conservation**: Organic farmers focus on building healthy soil through the use of crop rotations, cover crops, and organic amendments like compost. 2. **Crop rotation**: Rotating crops helps to break disease cycles, improves soil structure, and increases biodiversity. 3. **Composting**: Composting is a key process in organic farming that turns waste into nutrient-rich fertilizer. 4. **Manure management**: Organic farmers use animal manure as a natural fertilizer and to improve soil health. 5. **Integrated pest management (IPM)**: Instead of relying on pesticides, organic farmers use IPM techniques like crop rotation, biological control, and cultural controls to manage pests. 6. **Cover cropping**: Planting cover crops in the off-season helps to prevent erosion, adds nutrients to the soil, and provides habitat for beneficial insects. 7. **Biodiversity conservation**: Organic farming aims to conserve biodiversity by promoting ecosystem services and supporting beneficial insects and microorganisms. 8. **Minimum tillage or no-till**: Reducing soil disturbance helps to preserve soil structure, reduce erosion, and promote soil biota. 9. **Organic amendments**: Using natural amendments like compost, manure, or green manure instead of synthetic fertilizers. 10. **Record keeping**: Organic farmers keep detailed records of their farming practices, including crop rotations, pest management, and soil health. Some specific techniques used in organic farming include: 1. **Biodynamic agriculture**: A holistic approach that considers the moon's cycles and uses natural preparations to promote soil fertility and plant growth. 2. **Permaculture**: A design system that aims to create self-sustaining ecosystems by mimicking nature's patterns and relationships. 3. **Agroforestry**: Integrating trees into agricultural landscapes to improve soil health, reduce erosion, and increase biodiversity. 4. **Green manure**: Planting legumes or other cover crops to fix nitrogen in the soil and add organic matter. 5. **Crop rotation with legumes**: Incorporating legume crops like beans or peas into crop rotations to improve soil fertility. To get started with organic farming, you can: 1. **Research local regulations**: Familiarize yourself with national and regional laws regarding organic farming practices and certifications. 2. **Start small**: Begin by converting a small portion of your land to organic methods and gradually scale up as you gain experience. 3. **Join an organic farm network**: Connect with other organic farmers, attend workshops, and share knowledge to learn from their experiences. 4. **Develop a business plan**: Create a plan for marketing and selling your organic products, including pricing and target markets. 5. **Monitor and adjust**: Continuously monitor your soil health, crop yields, and pest management strategies, and make adjustments as needed. Remember that transitioning to organic farming takes time, patience, and dedication. Start by making small changes and gradually build up your knowledge and skills.Response: ---------------------------------------------------- llama3:latest Prompt eval: 13.14 t/s Response: 6.23 t/s Total: 6.31 t/s Stats: Prompt tokens: 16 Response tokens: 654 Model load time: 2.06s Prompt eval time: 1.22s Response time: 105.04s Total time: 108.32s ---------------------------------------------------- Benchmarking: gemma:latest Prompt: how to do organioc farming

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