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Simple-Stories-Hindi-20M-GGUF
SmallScale/Simple-Stories-Hindi-20M-GGUF
Simple-Stories-Hindi-20M-GGUF is a text generation model from SmallScale. Use it when you need the model to write or continue text. It is set up for gguf. The card lists the license as mit.
This repository contains the GGUF quantization (FP16) for SmallScale/Simple-Stories-Hindi-20M, a 22M parameter decoder-only Transformer trained from scratch on Hindi simple stories.
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Repo size
44.8 MB
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1
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Repo makeup
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.gguf44.8 MB · 100%
At a glance
- Task
- Text Generation
- Library
- gguf
- License
- mit
- Access
- Public
- Created
- Aug 2, 2026
- Updated
- Aug 4, 2026
- SHA
- 8044d08e
Base models
Datasets
Model card
From the Hugging Face model README
Simple-Stories-Hindi-22M-GGUF
This repository contains the GGUF quantization (FP16) for SmallScale/Simple-Stories-Hindi-20M, a 22M parameter decoder-only Transformer trained from scratch on Hindi simple stories.
Model Files
| File Name | Quantization | Size | Description |
|---|---|---|---|
Simple-Stories-Hindi-22M-F16.gguf | F16 (16-bit Float) | ~42.8 MB | Full 16-bit float precision GGUF format |
Model Architecture Details
| Parameter | Value |
|---|---|
| Parameters | 22.3M total (20M non-embedding) |
| Architecture | LLaMA-style (RoPE + SwiGLU + RMSNorm) |
| Context Length | 512 tokens |
Embedding Dim (d_model) | 384 |
| FFN Hidden Dim | 1024 |
| Layers | 10 |
| Attention Heads | 8 |
| Vocabulary | 6,000 (SentencePiece Unigram) |
Quick Start / Usage
1. Using with llama.cpp CLI
./llama-cli -m Simple-Stories-Hindi-22M-F16.gguf \
-p "एक समय की बात है" \
-n 150 \
--temp 0.8 \
--top-k 40 \
--top-p 0.95
2. Using with llama-cpp-python
from llama_cpp import Llama
llm = Llama(
model_path="Simple-Stories-Hindi-22M-F16.gguf",
n_ctx=512,
verbose=False
)
output = llm(
"एक समय की बात है",
max_tokens=150,
temperature=0.8,
top_k=40,
top_p=0.95
)
print(output["choices"][0]["text"])
3. Using in Browser (WebAssembly / Wllama)
Try the live browser demo powered by WebAssembly & WebGPU: SmallScale/simple-stories-20m-webgpu
License
MIT
- Task
- Text Generation
- Library
- gguf
- License
- mit
- Languages
- hi
- Created
- Aug 2, 2026
- Updated
- Aug 4, 2026