Fine-Tuned
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Calme-7B is a state-of-the-art language model with 7 billion parameters, fine-tuned over high-quality datasets on top of Mistral-7B. The Calme-7B models excel in generating text that resonates with clarity, calmness, and coherence.
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-generation", model="MaziyarPanahi/Calme-7B-Instruct-v0.1")
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("MaziyarPanahi/Calme-7B-Instruct-v0.1")
model = AutoModelForCausalLM.from_pretrained("MaziyarPanahi/Calme-7B-Instruct-v0.1")
I love how GGUF democratizes the use of Large Language Models (LLMs) on commodity hardware, more specifically, personal computers without any accelerated hardware. Because of this, I am committed to converting and quantizing any models I fine-tune to make them accessible to everyone!
<s>[INST] You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.
If a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.
describe about pros and cons of docker system. [/INST]
Docker is an open-source platform for developing, shipping, and running applications using containers. It was first introduced in 2013 by Solomon Hykes. Here are some pros and cons of the Docker system:
Pros:
1. Portability: Docker allows developers to package an application with all its dependencies into a standardized unit called a container. This means the application will run consistently on any system where Docker is installed, regardless of underlying operating systems.
2. Isolation: Each Docker container runs in its own isolated environment, ensuring that applications do not interfere with each other.
3. Scalability: Containers can be scaled up and down as per the need, making it easier to manage workloads.
4. Automation: Docker provides tools like Docker Compose and Kubernetes that allow automating the deployment process.
5. Efficiency: Docker images are typically smaller than traditional virtual machines, resulting in faster start-up times and lower memory usage.
Cons:
1. Resource Overhead: While Docker containers use fewer resources compared to full-blown VMs, they still require more resources than native processes.
2. Security Issues: Although Docker provides security features such as isolation and network segmentation, it can still introduce potential vulnerabilities if not managed properly.
3. Complexity: Managing Docker containers can become complex, especially when dealing with large numbers of them.
4. Learning Curve: Docker has a steep learning curve, which may take time for new users to get familiar with.
5. Networking Challenges: Docker networking can be tricky, particularly when dealing with multiple containers and services.</s>
<s> [INST] There are three killers in a room. Someone enters the room and kills one of them. Nobody leaves the room. How many killers are left in the room? Explain your reasoning step by step. [/INST]
1. Initially, there are three killers in the room.
2. One of them is killed by someone who enters the room.
3. Since nobody leaves the room, the number of killers remains the same as before the killing happened.
4. Therefore, after the killing, there are still three killers left in the room.</s>
<s> [INST] Mark is faster than Mary, Mary is faster than Joe. Is Joe faster than Mark? Let's think step by step [/INST]
1) Mark is faster than Mary.
2) Mary is faster than Joe.
Based on these two statements, we cannot conclude that Joe is faster than Mark. In fact, if you combine the two statements together, it implies that Mark > Mary > Joe, so Joe would be slower than both Mark and Mary.</s>
<s> [INST] If I lay 2 wet shirts out in the sun flat on the ground to dry and it takes 5 hours until they are dry, how long would it take to dry 4 shirts of the same type that way simultanously? [/INST]
If you're laying out 2 shirts at a time, you're essentially using half the drying capacity of the sun. Therefore, if it takes 5 hours for 2 shirts, it would theoretically take 10 hours (double the time) for 4 shirts laid out simultaneously. However, this assumes that there is no difference in how well the shirts can absorb sunlight due to their arrangement. In reality, if you were able to place the shirts closer together or more efficiently in the sun, it might not actually take double the time.</s>
<s> [INST] explain step by step 25-4*2+3=? [/INST]
1. The multiplication operation is done first, so we calculate 4 * 2 = 8.
2. Now the expression becomes 25 - 8 + 3.
3. Then perform subtraction, so 25 - 8 = 17.
4. Finally, add 3 to the result from step 3, so 17 + 3 = 20.
Therefore, 25-4*2+3 equals 20.</s>
Multilingual:
<s> [INST] Vous Γͺtes un assistant utile, respectueux et honnΓͺte. RΓ©pondez toujours de la maniΓ¨re la plus utile possible, tout en Γ©tant sΓ»r. Vos rΓ©ponses ne doivent inclure aucun contenu nuisible, contraire Γ l'Γ©thique, raciste, sexiste, toxique, dangereux ou illΓ©gal. Assurez-vous que vos rΓ©ponses sont socialement impartiales et de nature positive.
Si une question n'a pas de sens ou n'est pas cohΓ©rente d'un point de vue factuel, expliquez pourquoi au lieu de rΓ©pondre quelque chose d'incorrect. Si vous ne connaissez pas la rΓ©ponse Γ une question, veuillez ne pas partager de fausses informations.
Décrivez les avantages et les inconvénients du système Docker.[/INST]
Avantages:
1. Isolation: Docker isolates applications from each other and the operating system. This helps prevent conflicts between different versions of software or libraries.
2. Portability: Containers can run on any computer that has Docker installed, making it easy to move applications between environments.
3. Efficiency: Docker uses less memory and CPU than traditional virtual machines.
4. Automation: Docker allows for easy automation of application deployment and scaling.
5. Version control: Changes can be tracked using version control systems like Git.
InconvΓ©nients:
1. ComplexitΓ©: Setting up and managing Docker containers can be complex, especially for those new to containerization technology.
2. Resource usage: While more efficient than virtual machines, Docker still requires resources and may not be suitable for resource-constrained environments.
3. Learning curve: There is a learning curve associated with understanding and using Docker effectively.
4. Networking issues: Networking between containers can sometimes be tricky to set up and manage.
5. Security risks: If not properly configured, Docker can introduce security vulnerabilities into your infrastructure.</s>
<s> [INST] You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.
Answer any question in Russian.
describe about pros and cons of docker system.[/INST]
ΠΡΠΎ ΠΈ ΠΊΠΎΠ½ ΡΠΈΡΡΠ΅ΠΌΡ Docker:
ΠΡΠΎ:
1. ΠΠΈΡΡΡΠ°Π»ΠΈΠ·Π°ΡΠΈΡ Π½Π° ΡΡΠΎΠ²Π½Π΅ ΠΎΠΏΠ΅ΡΠ°ΡΠΈΠΎΠ½Π½ΠΎΠΉ ΡΠΈΡΡΠ΅ΠΌΡ.
2. ΠΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ ΠΈΠ·ΠΎΠ»ΠΈΡΠΎΠ²Π°Π½Π½ΡΡ
ΠΎΠΊΡΡΠΆΠ΅Π½ΠΈΠΉ Π΄Π»Ρ ΡΠ°Π·ΡΠ°Π±ΠΎΡΠΊΠΈ, ΡΠ΅ΡΡΠΈΡΠΎΠ²Π°Π½ΠΈΡ ΠΈ ΡΠ°Π·Π²Π΅ΡΡΡΠ²Π°Π½ΠΈΡ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠΉ.
3. Π£ΡΠΊΠΎΡΠ΅Π½ΠΈΠ΅ ΠΏΡΠΎΡΠ΅ΡΡΠ° ΡΠ°Π·Π²Π΅ΡΡΡΠ²Π°Π½ΠΈΡ ΠΈ ΠΎΡΡΠ»Π΅ΠΆΠΈΠ²Π°Π½ΠΈΡ ΠΈΠ·ΠΌΠ΅Π½Π΅Π½ΠΈΠΉ.
4. ΠΠΎΠ²ΡΡΠ΅Π½ΠΈΠ΅ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ Π·Π° ΡΡΠ΅Ρ ΠΈΠ·ΠΎΠ»ΡΡΠΈΠΈ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠΉ.
5. ΠΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΠ΅ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠ΅ΡΡΡΡΠΎΠ².
6. Π‘ΠΎΠ²ΠΌΠ΅ΡΡΠΈΠΌΠΎΡΡΡ Ρ ΡΠ°Π·Π»ΠΈΡΠ½ΡΠΌΠΈ ΡΠ·ΡΠΊΠ°ΠΌΠΈ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ ΠΈ ΠΏΠ»Π°ΡΡΠΎΡΠΌΠ°ΠΌΠΈ.
7. ΠΠ°Π»ΠΈΡΠΈΠ΅ Π±ΠΎΠ»ΡΡΠΎΠ³ΠΎ ΡΠΎΠΎΠ±ΡΠ΅ΡΡΠ²Π° ΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΠ΅Π»Π΅ΠΉ ΠΈ ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠΎΠ².
ΠΠΎΠ½:
1. ΠΠ΅ΠΊΠΎΡΠΎΡΡΠ΅ ΡΡΠ½ΠΊΡΠΈΠΈ ΠΌΠΎΠ³ΡΡ Π±ΡΡΡ ΡΠ»ΠΎΠΆΠ½Ρ Π² Π½Π°ΡΡΡΠΎΠΉΠΊΠ΅ ΠΈ ΡΠΏΡΠ°Π²Π»Π΅Π½ΠΈΠΈ.
2. Π’ΡΠ΅Π±ΡΠ΅Ρ Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡΠ΅Π»ΡΠ½ΠΎΠ³ΠΎ ΠΏΡΠΎΡΡΡΠ°Π½ΡΡΠ²Π° Π½Π° Π΄ΠΈΡΠΊΠ΅ Π΄Π»Ρ Ρ
ΡΠ°Π½Π΅Π½ΠΈΡ ΠΎΠ±ΡΠ°Π·ΠΎΠ² ΠΊΠΎΠ½ΡΠ΅ΠΉΠ½Π΅ΡΠΎΠ².
3. ΠΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ Docker ΠΌΠΎΠΆΠ΅Ρ ΠΏΠΎΠ²Π»ΠΈΡΡΡ Π½Π° ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈΡΠ΅Π»ΡΠ½ΠΎΡΡΡ ΡΠΈΡΡΠ΅ΠΌΡ.
4. ΠΠ·-Π·Π° Π²ΡΡΠΎΠΊΠΎΠΉ ΠΈΠ·ΠΎΠ»ΡΡΠΈΠΈ, ΠΌΠΎΠΆΠ΅Ρ Π²ΠΎΠ·Π½ΠΈΠΊΠ½ΡΡΡ ΡΠ»ΠΎΠΆΠ½ΠΎΡΡΡ Π² ΠΎΡΠ»Π°Π΄ΠΊΠ΅.
5. ΠΠ΅ΠΊΠΎΡΠΎΡΡΠ΅ ΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΠ΅Π»ΠΈ ΠΌΠΎΠ³ΡΡ ΠΈΡΠΏΡΡΡΠ²Π°ΡΡ ΡΡΡΠ΄Π½ΠΎΡΡΠΈ Ρ ΠΏΠΎΠ½ΠΈΠΌΠ°Π½ΠΈΠ΅ΠΌ ΠΊΠΎΠ½ΡΠ΅ΠΏΡΠΈΠΉ Docker.
6. ΠΠΎΠΏΡΠΎΡΡ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ ΠΌΠΎΠ³ΡΡ Π²ΠΎΠ·Π½ΠΈΠΊΠ°ΡΡ, Π΅ΡΠ»ΠΈ Π½Π΅ ΠΊΠΎΡΡΠ΅ΠΊΡΠ½ΠΎ Π½Π°ΡΡΡΠΎΠ΅Π½Ρ ΡΠ΅ΡΠ΅Π²ΡΠ΅ ΡΠ²ΡΠ·ΠΈ.
7. ΠΠ°Π²ΠΈΡΠΈΠΌΠΎΡΡΡ ΠΎΡ ΠΈΠ½ΡΠ΅ΡΠ½Π΅ΡΠ°, ΡΠ°ΠΊ ΠΊΠ°ΠΊ Π½Π΅ΠΊΠΎΡΠΎΡΡΠ΅ ΠΊΠΎΠΌΠ°Π½Π΄Ρ ΡΠ°Π±ΠΎΡΠ°ΡΡ ΡΠΎΠ»ΡΠΊΠΎ Π² ΠΎΠ½Π»Π°ΠΉΠ½ ΡΠ΅ΠΆΠΈΠΌΠ΅.
ΠΠ΄Π½Π°ΠΊΠΎ, Π½Π΅ΡΠΌΠΎΡΡΡ Π½Π° ΡΡΠΎ, Docker ΡΠ²Π»ΡΠ΅ΡΡΡ ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΠΌ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠΎΠΌ Π² ΠΌΠΈΡΠ΅ IT Π±Π»Π°Π³ΠΎΠ΄Π°ΡΡ Π΅Π³ΠΎ Π³ΠΈΠ±ΠΊΠΎΡΡΠΈ, Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡΠΌ ΠΈ ΠΏΡΠ΅ΠΈΠΌΡΡΠ΅ΡΡΠ²Π°ΠΌ, ΠΊΠΎΡΠΎΡΡΠ΅ ΠΎΡΠ΅Π½Ρ Π²Π°ΠΆΠ½Ρ Π΄Π»Ρ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΠΎΠ³ΠΎ ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠ°.</s>
<s>[INST] ΠΠΈ - ΠΊΠΎΡΠΈΡΠ½ΠΈΠΉ, ΠΏΠΎΠ²Π°ΠΆΠ½ΠΈΠΉ ΡΠ° ΡΠ΅ΡΠ½ΠΈΠΉ ΠΏΠΎΠΌΡΡΠ½ΠΈΠΊ. ΠΠ°Π²ΠΆΠ΄ΠΈ Π²ΡΠ΄ΠΏΠΎΠ²ΡΠ΄Π°ΠΉΡΠ΅ ΠΌΠ°ΠΊΡΠΈΠΌΠ°Π»ΡΠ½ΠΎ ΠΊΠΎΡΠΈΡΠ½ΠΎ, Π±ΡΠ΄ΡΡΠΈ Π±Π΅Π·ΠΏΠ΅ΡΠ½ΠΈΠΌ. ΠΠ°ΡΡ Π²ΡΠ΄ΠΏΠΎΠ²ΡΠ΄Ρ Π½Π΅ ΠΏΠΎΠ²ΠΈΠ½Π½Ρ ΠΌΡΡΡΠΈΡΠΈ ΡΠΊΡΠ΄Π»ΠΈΠ²ΠΎΠ³ΠΎ, Π½Π΅Π΅ΡΠΈΡΠ½ΠΎΠ³ΠΎ, ΡΠ°ΡΠΈΡΡΡΡΠΊΠΎΠ³ΠΎ, ΡΠ΅ΠΊΡΠΈΡΡΡΡΠΊΠΎΠ³ΠΎ, ΡΠΎΠΊΡΠΈΡΠ½ΠΎΠ³ΠΎ, Π½Π΅Π±Π΅Π·ΠΏΠ΅ΡΠ½ΠΎΠ³ΠΎ Π°Π±ΠΎ Π½Π΅Π»Π΅Π³Π°Π»ΡΠ½ΠΎΠ³ΠΎ ΠΊΠΎΠ½ΡΠ΅Π½ΡΡ. ΠΡΠ΄Ρ Π»Π°ΡΠΊΠ°, ΠΏΠ΅ΡΠ΅ΠΊΠΎΠ½Π°ΠΉΡΠ΅ΡΡ, ΡΠΎ Π²Π°ΡΡ Π²ΡΠ΄ΠΏΠΎΠ²ΡΠ΄Ρ ΡΠΎΡΡΠ°Π»ΡΠ½ΠΎ Π½Π΅ΡΠΏΠ΅ΡΠ΅Π΄ΠΆΠ΅Π½Ρ ΡΠ° ΠΌΠ°ΡΡΡ ΠΏΠΎΠ·ΠΈΡΠΈΠ²Π½ΠΈΠΉ Ρ
Π°ΡΠ°ΠΊΡΠ΅Ρ.
Π―ΠΊΡΠΎ ΠΏΠΈΡΠ°Π½Π½Ρ Π½Π΅ ΠΌΠ°Ρ ΡΠ΅Π½ΡΡ Π°Π±ΠΎ Π½Π΅ Ρ ΡΠ°ΠΊΡΠΈΡΠ½ΠΎ ΠΏΠΎΡΠ»ΡΠ΄ΠΎΠ²Π½ΠΈΠΌ, ΠΏΠΎΡΡΠ½ΡΡΡ ΡΠΎΠΌΡ, Π·Π°ΠΌΡΡΡΡ ΡΠΎΠ³ΠΎ, ΡΠΎΠ± Π²ΡΠ΄ΠΏΠΎΠ²ΡΠ΄Π°ΡΠΈ ΡΠΎΡΡ Π½Π΅ΠΊΠΎΡΠ΅ΠΊΡΠ½Π΅. Π―ΠΊΡΠΎ Π²ΠΈ Π½Π΅ Π·Π½Π°ΡΡΠ΅ Π²ΡΠ΄ΠΏΠΎΠ²ΡΠ΄Ρ Π½Π° ΠΏΠΈΡΠ°Π½Π½Ρ, Π±ΡΠ΄Ρ Π»Π°ΡΠΊΠ°, Π½Π΅ Π΄ΡΠ»ΡΡΡΡΡ Π½Π΅ΠΏΡΠ°Π²Π΄ΠΈΠ²ΠΎΡ ΡΠ½ΡΠΎΡΠΌΠ°ΡΡΡΡ.
ΠΠΏΠΈΡ ΠΏΡΠΎ ΠΏΠ΅ΡΠ΅Π²Π°Π³ΠΈ ΡΠ° Π½Π΅Π΄ΠΎΠ»ΡΠΊΠΈ ΡΠΈΡΡΠ΅ΠΌΠΈ Docker.[/INST]
ΠΠ»Ρ ΠΊΡΠ°ΡΠΎΠ³ΠΎ ΡΠΎΠ·ΡΠΌΡΠ½Π½Ρ, Π΄Π°Π²Π°ΠΉΡΠ΅ ΡΠΎΠ·Π³Π»ΡΠ½Π΅ΠΌΠΎ Docker ΡΠΊ Π²ΡΡΡΡΠ°Π»ΡΠ½Ρ ΠΌΠ°ΡΠΈΠ½Ρ Π΄Π»Ρ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠ½ΠΎΠ³ΠΎ Π·Π°Π±Π΅Π·ΠΏΠ΅ΡΠ΅Π½Π½Ρ.
ΠΠ΅ΡΠ΅Π²Π°Π³ΠΈ Docker:
1. ΠΠΎΠ½ΡΠ΅ΠΉΠ½Π΅ΡΠΈΠ·Π°ΡΡΡ: Docker Π²ΠΈΠΊΠΎΡΠΈΡΡΠΎΠ²ΡΡ ΠΊΠΎΠ½ΡΠ΅ΠΉΠ½Π΅ΡΠΈΠ·Π°ΡΡΡ, ΡΠΎ Π΄ΠΎΠ·Π²ΠΎΠ»ΡΡ ΡΡΠ²ΠΎΡΡΠ²Π°ΡΠΈ ΡΠ½ΡΠΊΠ°Π»ΡΠ½Ρ Π΅ΠΊΠΎΠ»ΠΎΠ³ΡΡ Π΄Π»Ρ ΠΊΠΎΠΆΠ½ΠΎΡ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΈ, ΡΠΎ Π·Π±Π΅ΡΡΠ³Π°ΡΡΡΡΡ Π² ΠΎΠ΄Π½ΠΎΠΌΡ ΠΌΡΡΡΡ. Π¦Π΅ ΠΎΠ·Π½Π°ΡΠ°Ρ, ΡΠΎ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠ° ΠΌΠΎΠΆΠ΅ Π±ΡΡΠΈ Π²ΠΈΠΊΠΎΠ½Π°Π½Π° Π½Π΅Π·Π°Π»Π΅ΠΆΠ½ΠΎ Π²ΡΠ΄ Π½Π°Π²ΠΊΠΎΠ»ΠΈΡΠ½ΡΠΎΠ³ΠΎ ΡΠ΅ΡΠ΅Π΄ΠΎΠ²ΠΈΡΠ°.
2. ΠΠ±ΡΡΡΠ°Π³ΡΠ²Π°Π½Π½Ρ: Docker ΠΎΠ±'ΡΠ΄Π½ΡΡ ΡΡΠ·Π½ΠΎΠΌΠ°Π½ΡΡΠ½Ρ ΡΠ΅Ρ
Π½ΠΎΠ»ΠΎΠ³ΡΡ, ΡΠ°ΠΊΡ ΡΠΊ ΠΎΠΏΠ΅ΡΠ°ΡΡΠΉΠ½Ρ ΡΠΈΡΡΠ΅ΠΌΠΈ, ΠΌΠ΅ΡΠ΅ΠΆΡ, ΠΏΠΎΡΠ»ΡΠ³ΠΈ, Ρ Ρ. Π΄., Π² ΠΎΠ΄ΠΈΠ½ ΠΏΡΠΎΡΡΠΈΠΉ ΠΏΠ°ΠΊΠ΅Ρ.
3. Π¨Π²ΠΈΠ΄ΠΊΠ΅ ΡΠΎΠ·Π³ΠΎΡΡΠ°Π½Π½Ρ: Π Π²ΠΈΠΊΠΎΡΠΈΡΡΠ°Π½Π½ΡΠΌ Docker, ΠΌΠΎΠΆΠ½Π° Π»Π΅Π³ΠΊΠΎ ΡΡΠ²ΠΎΡΡΠ²Π°ΡΠΈ ΡΠ° Π΄Π΅ΠΏΠ»ΠΎΡΠ²Π°ΡΠΈ Π½ΠΎΠ²ΠΈΡ
Π²Π΅ΡΡΡΠΉ ΠΏΡΠΎΠ³ΡΠ°ΠΌ, ΡΠΎ Π·Π½Π°ΡΠ½ΠΎ ΠΏΡΠΈΡΠΊΠΎΡΡΡ ΠΏΡΠΎΡΠ΅Ρ ΡΠΎΠ·ΡΠΎΠ±ΠΊΠΈ.
4. ΠΠΎΠ½ΡΡΠΎΠ»Ρ Π²Π΅ΡΡΡΠΉ: Docker Π΄ΠΎΠ·Π²ΠΎΠ»ΡΡ Π»Π΅Π³ΠΊΠΎ ΠΊΠ΅ΡΡΠ²Π°ΡΠΈ ΡΡΠ·Π½ΠΈΠΌΠΈ Π²Π΅ΡΡΡΡΠΌΠΈ ΡΠ²ΠΎΠ³ΠΎ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠ½ΠΎΠ³ΠΎ Π·Π°Π±Π΅Π·ΠΏΠ΅ΡΠ΅Π½Π½Ρ.
5. ΠΠΎΠΆΠ»ΠΈΠ²ΡΡΡΡ Π°Π²ΡΠΎΠΌΠ°ΡΠΈΠ·Π°ΡΡΡ: Π Docker, ΠΌΠΎΠΆΠ½Π° Π°Π²ΡΠΎΠΌΠ°ΡΠΈΠ·ΡΠ²Π°ΡΠΈ Π²Π΅ΡΡ ΠΏΡΠΎΡΠ΅Ρ ΡΠΎΠ·Π³ΠΎΡΡΠ°Π½Π½Ρ Π·Π° Π΄ΠΎΠΏΠΎΠΌΠΎΠ³ΠΎΡ ΡΠ½ΡΡΡΡΠΌΠ΅Π½ΡΡΠ² CI/CD.
ΠΠ΅Π΄ΠΎΠ»ΡΠΊΠΈ Docker:
1. ΠΡΠΎΡΠ΅ΡΠΎΡΠ½ΠΈΠΉ ΡΠ΅ΡΡΡΡ: Docker ΠΌΠΎΠΆΠ΅ ΡΠΏΠΎΠΆΠΈΠ²Π°ΡΠΈ Π±ΡΠ»ΡΡΠ΅ ΠΏΡΠΎΡΠ΅ΡΠΎΡΠ½ΠΈΡ
ΡΠ΅ΡΡΡΡΡΠ² Π½ΡΠΆ ΡΡΠ°Π΄ΠΈΡΡΠΉΠ½Ρ Π²ΡΡΡΡΠ°Π»ΡΠ½Ρ ΠΌΠ°ΡΠΈΠ½ΠΈ.
2. ΠΡΠ΄ΡΡΡΠ½ΡΡΡΡ ΠΏΠΎΠ²Π½ΠΎΡ ΡΠ·ΠΎΠ»ΡΡΡΡ: Π₯ΠΎΡΠ° Docker Π·Π°Π±Π΅Π·ΠΏΠ΅ΡΡΡ Π°Π±ΡΡΡΠ°ΠΊΡΡΡ, Π²ΡΠ½ Π²ΡΠ΅ ΡΠ΅ Π½Π΅ ΠΏΠΎΠ²Π½ΡΡΡΡ ΡΠ·ΠΎΠ»ΡΡ ΠΊΠΎΠ½ΡΠ΅ΠΉΠ½Π΅ΡΠΈ.
3. ΠΠΎΡΠΎΠΆΡΡΡΡΡ: Π£ ΠΏΠΎΡΡΠ²Π½ΡΠ½Π½Ρ Π·Ρ ΡΡΠ°Π½Π΄Π°ΡΡΠ½ΠΎΡ Π²ΡΡΡΡΠ°Π»ΡΠ·Π°ΡΡΡΡ, Docker ΠΌΠΎΠΆΠ΅ Π±ΡΡΠΈ Π΄ΠΎΡΠΎΠΆΡΠ΅.
4. ΠΠ°Π»Π°ΡΡΡΠ²Π°Π½Π½Ρ: ΠΠΎΡΠ°ΡΠΊΠΎΠ²ΡΡ ΠΌΠΎΠΆΡΡΡ ΡΡΠΈΠΊΠ°ΡΠΈΡΡ Π· ΡΡΡΠ΄Π½ΠΎΡΠ°ΠΌΠΈ ΠΏΡΠ΄ ΡΠ°Ρ Π½Π°Π»Π°ΡΡΡΠ²Π°Π½Π½Ρ Docker.
5. ΠΠ΅ΠΎΠ±Ρ
ΡΠ΄Π½ΡΡΡΡ ΠΏΠΎΡΡΡΠΉΠ½ΠΎΠ³ΠΎ ΠΎΠ½ΠΎΠ²Π»Π΅Π½Π½Ρ: Docker Π²ΠΈΠΌΠ°Π³Π°Ρ ΠΏΠΎΡΡΡΠΉΠ½ΠΎΠ³ΠΎ ΠΎΠ½ΠΎΠ²Π»Π΅Π½Π½Ρ, ΡΠΎ ΠΌΠΎΠΆΠ΅ ΠΏΠΎΡΡΠ΅Π±ΡΠ²Π°ΡΠΈ ΡΠ°Ρ Ρ ΡΠ΅ΡΡΡΡΠΈ.
Π ΡΡΠ»ΠΎΠΌΡ, Docker Ρ Π΄ΡΠΆΠ΅ ΠΊΠΎΡΠΈΡΠ½ΠΈΠΌ ΡΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠΎΠΌ Π΄Π»Ρ ΡΠΎΠ·ΡΠΎΠ±Π½ΠΈΠΊΡΠ² Ρ Π°Π΄ΠΌΡΠ½ΡΡΡΡΠ°ΡΠΎΡΡΠ², Π°Π»Π΅ ΠΉΠΎΠ³ΠΎ Π½Π΅ ΡΠ»ΡΠ΄ Π·Π°ΡΡΠΎΡΠΎΠ²ΡΠ²Π°ΡΠΈ Ρ Π²ΡΡΡ
Π²ΠΈΠΏΠ°Π΄ΠΊΠ°Ρ
, ΠΎΡΠΊΡΠ»ΡΠΊΠΈ Π²ΡΠ½ ΠΌΠ°Ρ ΡΠ²ΠΎΡ ΠΎΡΠΎΠ±Π»ΠΈΠ²ΠΎΡΡΡ ΡΠ° ΠΎΠ±ΠΌΠ΅ΠΆΠ΅Π½Π½Ρ.</s>