gpt-oss-9.0b-specialized-health_or_medicine-pruned-moe-only-12-experts

12
1
9.0B
2 languages
license:apache-2.0
by
AmanPriyanshu
Language Model
OTHER
9.0B params
New
12 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
21GB+ 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 differences: size, structure, replication, genetics, disease, treatment.<|end|><|start|>assistant<|channel|>final<|message|>**Bacteria vs. Virons – the β€œMicro‑Life” Showdown**

| Feature | Bacteria | Virons |
|--------- |----------- |----------- |
| **What they are** | Single‑cell, living organisms (pro‑ or e‑) that can grow and divide on their own. | Tiny particles that are not living cells; they are made of a small piece of genetic material (DNA or RNA) plus a protein shell. |
| **Size** | 1 – 10β€―Β΅m (visible under a microscope). | 100 – 200β€―nm (usually invisible to light‑microscopy). |
| **Structure** | A cell with a membrane, ribosomes, DNA, and many organelles (e.g., mitochond‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑‑
Example 3text
<|channel|>analysis<|message|>Need to give overview.<|end|><|start|>assistant<|channel|>final<|message|>**Diabetes mellitus** is a chronic metabolic disorder in which the body cannot produce or use insulin effectively, leading to high blood glucose (hyper‑gly) levels.  The two main types are:

| Type | Pathophysiology | Typical onset | Key clinical features |
|------|-------------------|----------------|------------------------|
| Typeβ€―1 | Autoimmune destruction of β‑isβ‑cells β†’ absolute insulin deficiency | Usually in 2–3β€―years of childhood, but can occur at any age | β€’ Rapid onset of hyper‑gly; β€’ Weight loss; β€’ Poly‑urho; β€’ Fatigue; β€’ Re‑current infections (UTIs, thrung, skin) |
| Typeβ€―2 | Ins insulin resistance β†’ relative insulin deficiency (often secondary) | Usually 10–20β€―years of adulthood; ↑ with obesity, inactivity, genetics | β€’ Gradual hyper‑gly; β€’ Weight gain; β€’ Fatigue; β€’ Peripheral neuropathy; β€’ Retinopathy; β€’ Cardi‑vascular risk |

---

## Symptoms (common across both types)

| Symptom | Why it occurs | Typical presentation |
|--------|----------------|------------------------|
| **Poly‑urho** | Kidneys ex‑glucose β†’ water β†’ urine | β€œFrequent” or β€œun‑controlled” ur‑frequency, especially in the 2–3β€―th decade |
| **Polod** | Osmos‑pressure ↑ β†’ thirst | β€œConstant thirst” or β€œdring” for water/juice |
| **Weight loss** (Typeβ€―1) / **Weight gain** (Typeβ€―2) | Metabolic shift & insulin deficiency | Rapid weight loss in Typeβ€―1; gradual weight gain in Typeβ€―2 |
| **Fatigue / Mala** | Hyper‑gly & metabolic stress | β€œFeeling tired” or β€œweak” for days |
| **Infections** | Hyper‑gly imp‑immune | Re‑current UTIs, thrung, skin infections |
| **Neuropathy** | Chronic hyper‑gly β†’ nerve damage | Tingting, numbness, pain in extremities |
| **Retinopathy** | Chronic hyper‑gly β†’ micro‑vascular damage | Vision changes, floaters, blurred vision |
| **Foot ulcers** | Peripheral neuropathy + poor circulation | Painful, non‑healing wounds on toes/feet |
| **Cardi‑vascular symptoms** | Hyper‑gly + dyslip β†’ atheros

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