mikalabs/ Vector-L1-4B-GGUF

2 Downloads Updated yesterday

K–12 / secondary education: Maths, Biology, Chemistry, Physics

ollama run mikalabs/Vector-L1-4B-GGUF

curl http://localhost:11434/api/chat \
  -d '{
    "model": "mikalabs/Vector-L1-4B-GGUF",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='mikalabs/Vector-L1-4B-GGUF',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'mikalabs/Vector-L1-4B-GGUF',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Models

Name

1 model

Size / Usage

Context

Input

Vector-L1-4B-GGUF:latest

2.5GB · 256K context window · Text · yesterday

Vector-L1-4B-GGUF:latest

2.5GB

256K

Text

Readme

Vector-L1-4B

An open teaching-assistant model by MikaLabs. Vector helps educators create classroom materials — differentiated worksheets, lesson plans, quizzes, mark schemes, misconception guides, and tailored explanations across Maths and the Sciences.

Compact enough to run on everyday hardware, and designed for school and secondary-level teaching.

Run it

ollama run mikalabs/Vector-L1-4B-GGUF

That’s it — the model comes pre-configured with the right chat template, stop tokens, recommended settings, and system prompt.

What it’s good at

Differentiated worksheets with distinct support / core / extension tiers
Mark schemes that separate method marks (M) from answer marks (A)
Misconception guides — the real errors students make, and how to fix them
Lesson plans with objectives, starters, main activities, and plenaries
Varied question formats — short answer, true/false, fill-in-the-blank, calculation, explain-your-reasoning
Strong instruction-following on complex, multi-part requests
Accurate level calibration for the age or ability you specify
Clean, ready-to-use output — the resource you asked for, no filler

It identifies itself as Vector, a teaching assistant by MikaLabs.

Example prompts

“Create a differentiated worksheet on Pythagoras’ theorem with three tiers, a mark scheme, and common misconceptions. No multiple choice.”
“Write a double-lesson plan on photosynthesis for a lower secondary class, with objectives, a starter, a hands-on task, and a plenary.”
“List the common misconceptions students have about why we have seasons, and how to correct each one.”
“Explain electromagnetic induction three ways: for an 11-year-old, a 16-year-old, and a teacher.”

A note on scale

Vector-L1-4B is a compact 4-billion-parameter model built for school-level teaching, not university or research material. On very hard problems it may occasionally slip, so — as with any AI tool — review answer keys and factual content before using them with students.

Recommended settings

Temperature: 0.7
Top-p: 0.8

(Already set by default when you run the library version above.)

License

Apache 2.0.

# Vector-L1-4B

An open teaching-assistant model by **MikaLabs**. Vector helps educators create classroom materials — differentiated worksheets, lesson plans, quizzes, mark schemes, misconception guides, and tailored explanations across Maths and the Sciences.

Compact enough to run on everyday hardware, and designed for school and secondary-level teaching.

## Run it

```bash
ollama run mikalabs/Vector-L1-4B-GGUF
```

That's it — the model comes pre-configured with the right chat template, stop tokens, recommended settings, and system prompt.

## What it's good at

- **Differentiated worksheets** with distinct support / core / extension tiers
- **Mark schemes** that separate method marks (M) from answer marks (A)
- **Misconception guides** — the real errors students make, and how to fix them
- **Lesson plans** with objectives, starters, main activities, and plenaries
- **Varied question formats** — short answer, true/false, fill-in-the-blank, calculation, explain-your-reasoning
- **Strong instruction-following** on complex, multi-part requests
- **Accurate level calibration** for the age or ability you specify
- **Clean, ready-to-use output** — the resource you asked for, no filler

It identifies itself as **Vector**, a teaching assistant by MikaLabs.

## Example prompts

- "Create a differentiated worksheet on Pythagoras' theorem with three tiers, a mark scheme, and common misconceptions. No multiple choice."
- "Write a double-lesson plan on photosynthesis for a lower secondary class, with objectives, a starter, a hands-on task, and a plenary."
- "List the common misconceptions students have about why we have seasons, and how to correct each one."
- "Explain electromagnetic induction three ways: for an 11-year-old, a 16-year-old, and a teacher."

## A note on scale

Vector-L1-4B is a compact 4-billion-parameter model built for school-level teaching, not university or research material. On very hard problems it may occasionally slip, so — as with any AI tool — review answer keys and factual content before using them with students.

## Recommended settings

- Temperature: 0.7
- Top-p: 0.8

(Already set by default when you run the library version above.)

## License

Apache 2.0.

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