LoRA adapters for Sage v3.6, a Twi-speaking AI assistant fine-tuned from ghananlpcommunity/MiniCPM5-1B-Twi with MLX LoRA (rank 16, 2000 iterations).
Model Card
By Djayness Rossenburg, published under apache-2.0, revision 840a3566bcd0.
LoRA adapters for Sage v3.6, a Twi-speaking AI assistant fine-tuned from ghananlpcommunity/MiniCPM5-1B-Twi with MLX LoRA (rank 16, 2000 iterations).
Read Djayness Rossenburg's full model card
Sage v3.6 LoRA adapters
LoRA adapters for Sage v3.6, a Twi-speaking AI assistant fine-tuned from
ghananlpcommunity/MiniCPM5-1B-Twi with MLX LoRA (rank 16, 2000 iterations).
Training: train loss 0.371, validation loss 0.245.
Usage (MLX)
from mlx_lm import load, generate
model, tokenizer = load(
"ghananlpcommunity/MiniCPM5-1B-Twi",
adapter_path="twi-sft-v3-6-adapters", # this repo's files
)
print(generate(model, tokenizer, prompt="### Instruction:\nMaakye!\n\n### Response:\n"))
Identity and Version
- Repository
- rossenburg/twi-sft-v3-6
- Publisher
- Djayness Rossenburg
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- tw, aka
- Revision
- 840a3566bcd0577e244808bb32efc76ddeecc052
- First published
- 2026-09-18
- Last updated
- 2026-09-18
Files and Weights
4 files, 29.9 MB in total. The weights are 1 file totalling 29.9 MB in safetensors.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| adapters.safetensors | Weights | 29.9 MB | 3ac92d695d5e |
| adapter_config.json | Configuration | 985 B | — |
| README.md | Documentation | 652 B | — |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- apache-2.0
- Access
- Open weights, no gate
- Download size
- 29.9 MB
Released by Djayness Rossenburg through its official repository on Hugging Face. Read the license.
Built From
- Adapter of ghananlpcommunity/MiniCPM5-1B-Twi
- Derived from ghananlpcommunity/MiniCPM5-1B-Twi
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 29.9 MB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About twi-sft-v3-6
Can I use twi-sft-v3-6 commercially?
Yes. twi-sft-v3-6 is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.