commit 713ea0666d56cc7f0488fab35ddb1c4fd2c44612 Author: ModelHub XC Date: Sun Oct 4 20:11:14 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: prithivMLmods/BetaCeti-Beta-4B-Prime1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..53d7257 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs 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0000000..b55a9fe --- /dev/null +++ b/BetaCeti-Beta-4B-Prime1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0c254c60c21d9498c02f864265973e434a338c05a0b696d3363b8441ab2f5fa +size 4280404640 diff --git a/README.md b/README.md new file mode 100644 index 0000000..0d73a72 --- /dev/null +++ b/README.md @@ -0,0 +1,41 @@ +--- +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): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..d1b8b99 --- /dev/null +++ b/config.json @@ -0,0 +1,3 @@ +{ + "model_type": "qwen3" +} \ No newline at end of file diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file