gpt-oss-19.7b-specialized-health_or_medicine-pruned-moe-only-30-experts

13
1
19.7B
2 languages
license:apache-2.0
by
AmanPriyanshu
Language Model
OTHER
19.7B params
New
13 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
45GB+ RAM
Mobile
Laptop
Server
Quick Summary

Project: https://amanpriyanshu.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
19GB+ RAM

Code Examples

Model Examplestext
<|channel|>analysis<|message|>Need to answer.<|end|><|start|>assistant<|channel|>final<|message|>The human heart is a muscular pump that performs several essential functions to keep the circulatory system working efficiently. Its main functions can be grouped into three interrelated categories:

| Function | What it does | Why it matters |
|----------|--------------|----------------|
| **Pumping (circulation)** | • Generates rhythmic contractions (systole) that force blood out of the heart.<br>• Relaxation (diastole) allows the chambers to fill with blood. | Keeps blood moving through the body, delivering oxygen, nutrients, and hormones while removing waste products. |
| **Pressure regulation** | • Maintains arterial pressure (systolic) and venous pressure (diastolic) through coordinated contraction and relaxation.<br>• Works with the autonomic nervous system and hormonal signals (e.g., adrenaline, angiotensin II). | Ensures that blood reaches tissues at the right pressure; prevents damage to capillaries and organs. |
| **Blood distribution (circulatory routing)** | • Divides blood into two main circuits:<br>  – **Pulmonary circuit**: de‑oxygenated blood goes to the lungs for gas exchange.<br>  – **Systemic circuit**: oxygenated blood is delivered to the rest of the body.<br>• Uses valves (tricuspid, pulmonary, mitral, aortic) to keep flow unidirectional. | Guarantees that oxygen‑rich blood reaches every cell and that carbon dioxide and metabolic waste are carried back to the lungs and kidneys for elimination. |

### How the heart accomplishes these functions

1. **Electrical conduction system**  
   - **Sinoatrial (SA) node**: “pacemaker” that initiates the heartbeat.  
   - **Atrioventricular (AV) node, Bundle of His, Purkinje fibers**: conduct the impulse to the ventricles, coordinating contraction.

2. **Cardiac muscle (myocardium)**  
   - Contractile fibers generate force; their contraction is powered by ATP from oxygenated blood.

3. **Valves and chambers**  
   - **Right atrium → right ventricle → pulmonary artery → lungs → left atrium → left ventricle → aorta → body**.  
   - Valves prevent back‑flow, ensuring efficient forward movement.

4. **Autonomic regulation**  
   - Sympathetic stimulation increases heart rate and contractility (fight‑or

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