Asad Sagheer

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Ayushi☄️@iyoushetwt·19 Ara

Which apple product do you own?

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Asad Sagheer@thecode_envoy·18 Ara

Good Morning People

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Asad Sagheer@thecode_envoy·17 Ara

Good Morning People

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Asad Sagheer@thecode_envoy·16 Ara

Good Morning People

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Asad Sagheer@thecode_envoy·15 Ara

🔁 Repost if this clarified Model Alignment for you😁👍.

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Asad Sagheer@thecode_envoy·15 Ara

Term: Model Alignment Meaning: Ensuring AI models behave according to human values, goals, and instructions instead of producing harmful, biased, or unintended outputs. Why it matters: Proper alignment makes AI safer, more reliable, and useful for real-world applications.

15. Model Alignment 16. RLHF (Reinforcement Learning from Human Feedback) 17. SFT (Supervised Fine-Tuning) 18. Prompt Injection

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Asad Sagheer@thecode_envoy·15 Ara

🔁 Repost if this clarified Reasoning Model / Chain-of-Thought Model for you😁👍.

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Asad Sagheer@thecode_envoy·15 Ara

Term: Reasoning Model / Chain-of-Thought Model Meaning: AI that solves multi-step problems by generating intermediate reasoning steps (“thinking aloud”) before final answers. Why it matters: Improves problem-solving, complex reasoning, and reduces mistakes in multi-step tasks.

9. Agents / AI Agents (modern meaning) 10. Tool Use / Function Calling 11. Self-Hosted LLM 12. Model Distillation (became mainstream post-2020) 13. Mixture-of-Experts (MoE) (mainstreamed after Switch Transformer 2021) 14. Reasoning Model / Chain-of-Thought Model

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Asad Sagheer@thecode_envoy·15 Ara

🔁 Repost if this clarified Mixture-of-Experts (MoE) for you😁👍.

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Asad Sagheer@thecode_envoy·15 Ara

Term: Mixture-of-Experts (MoE) Meaning: A model with multiple “expert” sub-models, only some of which activate per input to save compute while specializing in tasks. Why it matters: Boosts efficiency and scale, letting large models handle more tasks without extra compute costs.

9. Agents / AI Agents (modern meaning) 10. Tool Use / Function Calling 11. Self-Hosted LLM 12. Model Distillation (became mainstream post-2020) 13. Mixture-of-Experts (MoE) (mainstreamed after Switch Transformer 2021) 14. Reasoning Model / Chain-of-Thought Model

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Asad Sagheer@thecode_envoy·15 Ara

🔁 Repost if this clarified Model Distillation for you😁👍.

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Asad Sagheer@thecode_envoy·15 Ara

Term: Model Distillation Meaning: Compressing a large model into a smaller one that retains most capabilities but uses fewer resources and runs faster. Why it matters: Makes advanced AI more accessible, reduces compute costs, and enables deployment on smaller devices.

9. Agents / AI Agents (modern meaning) 10. Tool Use / Function Calling 11. Self-Hosted LLM 12. Model Distillation (became mainstream post-2020) 13. Mixture-of-Experts (MoE) (mainstreamed after Switch Transformer 2021) 14. Reasoning Model / Chain-of-Thought Model

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Asad Sagheer@thecode_envoy·15 Ara

🔁 Repost if this clarified Self-Hosted LLM for you😁👍.

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Asad Sagheer@thecode_envoy·15 Ara

Term: Self-Hosted LLM Meaning: A large language model deployed and run on your own servers or infrastructure rather than via a cloud provider. Why it matters: Offers full control, data privacy, custom fine-tuning, and eliminates reliance on third-party APIs.

9. Agents / AI Agents (modern meaning) 10. Tool Use / Function Calling 11. Self-Hosted LLM 12. Model Distillation (became mainstream post-2020) 13. Mixture-of-Experts (MoE) (mainstreamed after Switch Transformer 2021) 14. Reasoning Model / Chain-of-Thought Model

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Asad Sagheer@thecode_envoy·15 Ara

🔁 Repost if this clarified Tool Use / Function Calling for you😁👍.

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Asad Sagheer@thecode_envoy·15 Ara

Term: Tool Use / Function Calling Meaning: AI can call external tools, APIs, or functions during reasoning instead of relying only on internal knowledge. Why it matters: Lets AI fetch live data, automate tasks, and interact with software for real-world outcomes.

9. Agents / AI Agents (modern meaning) 10. Tool Use / Function Calling 11. Self-Hosted LLM 12. Model Distillation (became mainstream post-2020) 13. Mixture-of-Experts (MoE) (mainstreamed after Switch Transformer 2021) 14. Reasoning Model / Chain-of-Thought Model

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