41 lines
1.8 KiB
Markdown
41 lines
1.8 KiB
Markdown
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---
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license: apache-2.0
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language:
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- en
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base_model:
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- prithivMLmods/BetaCeti-Beta-4B-Prime1
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pipeline_tag: text-generation
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library_name: transformers
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tags:
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- text-generation-inference
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- code
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- math
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---
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# **BetaCeti-Beta-4B-Prime1-GGUF**
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> **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.
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## Model Files
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| File Name | Precision | Size |
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|--------------------------------------------|---------------|---------|
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| BetaCeti-Beta-4B-Prime1.BF16.gguf | BF16 | 8.05 GB |
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| BetaCeti-Beta-4B-Prime1.F16.gguf | FP16 | 8.05 GB |
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| BetaCeti-Beta-4B-Prime1.F32.gguf | FP32 | 16.1 GB |
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| BetaCeti-Beta-4B-Prime1.Q2_K.gguf | Q2_K | 1.67 GB |
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| BetaCeti-Beta-4B-Prime1.Q3_K_M.gguf | Q3_K_M | 2.08 GB |
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| BetaCeti-Beta-4B-Prime1.Q4_K_M.gguf | Q4_K_M | 2.50 GB |
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| BetaCeti-Beta-4B-Prime1.Q5_K_M.gguf | Q5_K_M | 2.89 GB |
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| BetaCeti-Beta-4B-Prime1.Q8_0.gguf | Q8_0 | 4.28 GB |
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| config.json | Config File | 31 Bytes |
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## Quants Usage
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(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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types (lower is better):
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