41 lines
1.8 KiB
Markdown
41 lines
1.8 KiB
Markdown
---
|
|
license: apache-2.0
|
|
language:
|
|
- en
|
|
base_model:
|
|
- prithivMLmods/BetaCeti-Beta-4B-Prime1
|
|
pipeline_tag: text-generation
|
|
library_name: transformers
|
|
tags:
|
|
- text-generation-inference
|
|
- code
|
|
- math
|
|
---
|
|
|
|
# **BetaCeti-Beta-4B-Prime1-GGUF**
|
|
|
|
> **BetaCeti-Beta-4B-Prime1** is a compact, coding-optimized language model built on the **Qwen3-4B architecture**, tailored for high-accuracy **code generation**, **debugging**, and **technical reasoning**. With **4 billion parameters**, it strikes a balance between performance and efficiency, making it an ideal assistant for developers, educators, and engineers working in constrained environments or requiring fast inference.
|
|
|
|
|
|
## Model Files
|
|
|
|
| File Name | Precision | Size |
|
|
|--------------------------------------------|---------------|---------|
|
|
| BetaCeti-Beta-4B-Prime1.BF16.gguf | BF16 | 8.05 GB |
|
|
| BetaCeti-Beta-4B-Prime1.F16.gguf | FP16 | 8.05 GB |
|
|
| BetaCeti-Beta-4B-Prime1.F32.gguf | FP32 | 16.1 GB |
|
|
| BetaCeti-Beta-4B-Prime1.Q2_K.gguf | Q2_K | 1.67 GB |
|
|
| BetaCeti-Beta-4B-Prime1.Q3_K_M.gguf | Q3_K_M | 2.08 GB |
|
|
| BetaCeti-Beta-4B-Prime1.Q4_K_M.gguf | Q4_K_M | 2.50 GB |
|
|
| BetaCeti-Beta-4B-Prime1.Q5_K_M.gguf | Q5_K_M | 2.89 GB |
|
|
| BetaCeti-Beta-4B-Prime1.Q8_0.gguf | Q8_0 | 4.28 GB |
|
|
| config.json | Config File | 31 Bytes |
|
|
|
|
## Quants Usage
|
|
|
|
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
|
|
|
|
Here is a handy graph by ikawrakow comparing some lower-quality quant
|
|
types (lower is better):
|
|
|
|
 |