gpt-oss-10.2b-specialized-all-pruned-moe-only-14-experts

14
2
10.2B
3 languages
license:apache-2.0
by
AmanPriyanshu
Language Model
OTHER
10.2B params
New
14 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
23GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
10GB+ RAM

Code Examples

Example 3text
<|channel|>analysis<|message|>Need explain how democracy functions in modern governments.<|end|><|start|>assistant<|channel|>final<|message|>### 1.  What “democracy” means today  
In contemporary politics “democracy” is not a single model but a set of principles that shape how a state is run:

| Principle | What it looks like in practice |
|---|---|
| **Representative decision‑making** | Citizens elect representatives (parliament, council, etc.) who vote on laws and policies. |
| **Rule of the law** | Laws are made, interpreted, and enforced by an independent judiciary. |
| **Free and fair elections** | Regular, transparent, and competitive elections that allow all eligible voters to choose candidates. |
| **Pluralism & plural‑party system** | Multiple parties and political movements can compete for office. |
| **Civil liberties & human rights** | Protection of speech, assembly, privacy, and other rights. |
| **Transparency & accountability** | Public access to information, oversight mechanisms, and mechanisms for holding officials in office. |

Modern democries vary in how these principles are combined, but most share a core structure: a **legislative body** (parliament or council), a **executive body** (government or cabinet), and a **judicial body** (court system).  

---

### 2.  The “function” of democracy in a government

| Stage | How democracy operates | Key mechanisms |
|---|---|---|
| **Policy formulation** | Legislators debate, draft, and vote on bills. | Parliamentary debates, committee reviews, public consultations. |
| **Decision‑making** | The executive implements the chosen policy. | Cabinet meetings, ministerial briefings, policy briefs. |
| **Checks & balances** | Parliament, judiciary, and civil‑society watchdogs scrutinize the executive. | Parliamentary oversight, court challenges, media investigations. |
| **Citizen participation** | Citizens vote, protest, or lobby. | Elections, petitions, town‑town meetings, NGOs. |
| **Accountability** | Officials are held responsible for outcomes. | Elections, impeachment, whistle‑blower laws, audits. |

---

### 3.  How the pieces fit together

1. **Elegitimacy through elections**  
   *The democratic legitimacy of a government comes from the electoral mandate.*  
   *In most democries, the executive (prime minister, president, etc.) is elected directly or chosen by the elected legislature.*

2. **Legisl

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