Downloads · 30 days
19
1% of all-time downloads
Neptune.3.2-1B-GGUF
UmbrellaInc/Neptune.3.2-1B-GGUF
Neptune.3.2-1B-GGUF is a machine learning model from UmbrellaInc. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
All-time downloads
1.5K
Public
Repo size
808 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.gguf808 MB · 100%
At a glance
- Library
- transformers
- Access
- Public
- Created
- Dec 23, 2025
- Updated
- Dec 26, 2025
- SHA
- 8fba67db
Model card
From the Hugging Face model README
Neptune-3.2-1B
-
Good fluency
-
Strong personality
-
Still somewhat conversational
-
Structural reasoning
-
Syntactic correctness
-
Code consistency
-
Zero hesitation
-
Zero politeness
-
Zero verbosity
Ideal Inference Configuration (Code-Only Mode)
temperature: 0.3
top_p: 0.9
do_sample: true
max_new_tokens: 1024
repetition_penalty: 1.05
Optional but Highly Effective
System prompt:
“Respond with code only. No explanations. No comments unless explicitly requested.”
- Library
- transformers
- Created
- Dec 23, 2025
- Updated
- Dec 26, 2025