gpt-oss-9.6b-specialized-law-pruned-moe-only-13-experts

11
1
9.6B
3 languages
license:apache-2.0
by
AmanPriyanshu
Language Model
OTHER
9.6B params
New
11 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
22GB+ RAM
Mobile
Laptop
Server
Quick Summary

Project: https://amanpriyanshu.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
9GB+ RAM

Code Examples

Example 2text
<|channel|>analysis<|message|>Need explain due process.<|end|><|start|>assistant<|channel|>final<|message|>**Due Process (or “Due‑Process”) – a Fundamental Legal Principle**

---

### 1. What it Is  
* **Due Process** is a constitutional or statutory safeguard that guarantees a fair, impartial, and transparent legal procedure before the state may deprim­ent an individual’s life, liberty, or property.  
* It is a *procedural* right, not a substantive right. It protects the *process* by which a government acts, not the outcome itself.

---

### 2. Core Elements  
| Element | Why It Matters | Typical Manifestation |
|--------|--------------|------------------------|
| **Notice** | The person must be informed of the claim or charge. | Written summons, court docket, public notice. |
| **Opportunity to Respond** | The person must be able to present evidence, argue, and cross‑examine. | Oral or written pleadings, deposition, trial. |
| **Neutral Decision Maker** | The decision must be made by an impartial judge or jury. | Ad‑un‑parte judge, jury trial. |
| **Right to Counsel** | The person may have legal representation. | Public‑law attorney, private counsel. |
| **Right to Appeal** | The decision can be reviewed by a higher court. | Appeal, habe‑de‑liba, appellate review. |
| **Reasoned Decision** | The outcome must be based on evidence and law. | Written opinion, record of findings. |
| **Timity** | The process must be timely, preventing indefinite detention or punishment. | Stat‑tim, bail, release. |

---

### 3. Historical Roots  

| Era | Key Development |
|-----|----------------|
| **17th–18th Century** | English Common Law – “no law without the consent of the people.” |
| **19th Century** | U.S. Constitution (17th Amendment) – “no law shall be passed without the consent of the people.” |
| **20th Century** | 4th & 5th Amendments (U.S.) – “No person shall be deprived of life, liberty, or property … without due process.” |
| **International** | Universal Declaration of Human Rights (1945) – “Everyone has the right to a fair trial.” |

---

### 4. How It Works in Practice  

1. **Arar‑diction** – The state must show a
4. How It Works in Practicetext
<|channel|>analysis<|message|>Need to answer: rights: freedom of religion, freedom of speech, press, assembly, petition, right to bear arms? Actually 1st Amendment: prohibits laws abrapping religion, speech, press, assembly, petition, and also right to bear arms. Provide explanation.<|end|><|start|>assistant<|channel|>final<|message|>The First Amendment to the U.S. Constitution protects a handful of fundamental civil liberties that are considered essential to a free, democratic society.  In short, it guarantees:

| **Right** | **What it protects** |
|---|---|
| **Freedom of Religion** | The government may not establish a religion or prohibit the practice of any religion. |
| **Freedom of Speech** | Individuals may express opinions, ideas, and viewpoints without government censorship or punishment. |
| **Freedom of the Press** | The press (newspapers, radio, television, etc.) may publish information and critique the government. |
| **Freedom of Assembly** | People may gather peacefully for protest, demonstration, or other purposes. |
| **Freedom to Petition** | Citizens may request or demand action from the government. |
| **Right to Bear Arms** | (as interpreted by the Supreme Court) Individuals may possess and carry firearms. |

These rights are not absolute; the courts have carved out certain limits (e.g., restrictions on hate‑speech, defamation, obscus­ity, or threats of violence).  But the First Amendment remains the cornerstone of American free‑speech, religious liberty, and democratic participation.<|return|>

Deploy This Model

Production-ready deployment in minutes

Together.ai

Instant API access to this model

Fastest API

Production-ready inference API. Start free, scale to millions.

Try Free API

Replicate

One-click model deployment

Easiest Setup

Run models in the cloud with simple API. No DevOps required.

Deploy Now

Disclosure: We may earn a commission from these partners. This helps keep LLMYourWay free.