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TinyLlama-1-1B-BonfyreFPQ-Native
NICKO/TinyLlama-1-1B-BonfyreFPQ-Native
TinyLlama-1-1B-BonfyreFPQ-Native is a machine learning model from NICKO. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
BonfyreFPQ v10 — Native .fpq format. Weight Algebra compressed.
Access
Public
Updated Apr 12, 2026
Repo size
1.4 GB
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0
Public
Repo makeup
Click a slice to open those files.
.fpq1.4 GB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Apr 12, 2026
- Updated
- Apr 12, 2026
- SHA
- 3d1face1
Model card
From the Hugging Face model README
TinyLlama-1-1B-BonfyreFPQ-Native
BonfyreFPQ v10 — Native .fpq format. Weight Algebra compressed.
Usage
Requires the bonfyre-fpq binary to decompress:
# 1. Build the tool
git clone https://github.com/Nickgonzales76017/bonfyre-oss.git && cd bonfyre-oss/cmd/BonfyreFPQ && make
# 2. Download this model
pip install huggingface_hub
huggingface-cli download NICKO/TinyLlama-1-1B-BonfyreFPQ-Native --local-dir ./TinyLlama-1-1B-BonfyreFPQ-Native
# 3. Decompress
./bonfyre-fpq decompress ./TinyLlama-1-1B-BonfyreFPQ-Native/*.fpq ./output_weights.bin
Quality
Per-weight cosine similarity ~0.9999 at ~4 bits/weight. See verified benchmarks.
Links
- License
- apache-2.0
- Created
- Apr 12, 2026
- Updated
- Apr 12, 2026