初始化项目，由ModelHub XC社区提供模型

Model: prithivMLmods/BetaCeti-Beta-4B-Prime1-GGUF
Source: Original Platform

.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 -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zstandard filter=lfs diff=lfs merge=lfs -text
+*.tfevents* filter=lfs diff=lfs merge=lfs -text
+*.db* filter=lfs diff=lfs merge=lfs -text
+*.ark* filter=lfs diff=lfs merge=lfs -text
+**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text
+**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text
+**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.gguf* filter=lfs diff=lfs merge=lfs -text
+*.ggml filter=lfs diff=lfs merge=lfs -text
+*.llamafile* filter=lfs diff=lfs merge=lfs -text
+*.pt2 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

BetaCeti-Beta-4B-Prime1.BF16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1717249ef0dc9802ebad595bc35ed1915448047e5c76878224d3fe2f56f6fe6
+size 8051284640

BetaCeti-Beta-4B-Prime1.F16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6923031d68942acc95857c20770907b1a275f645c04efd69f355b010fe63e728
+size 8051284640

BetaCeti-Beta-4B-Prime1.F32.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b81886efdb2bd3b13a199d7b2cba30f86153fabe8e4d8f6543b2d8a0b582b725
+size 16095828640

BetaCeti-Beta-4B-Prime1.Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0445aa37da79ddd16df8fff4e1f195325bc888f3718de2531c7a65e7d8c1125
+size 1669499040

BetaCeti-Beta-4B-Prime1.Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16007180be347e0c10161daab3d89798df52811c8a82215214c42f6fdff65336
+size 2075617440

BetaCeti-Beta-4B-Prime1.Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c45c00ddc4f4fc42d96eeb43017ffa31967f12b54de5061579476e0d3b16c5b
+size 2497280160

BetaCeti-Beta-4B-Prime1.Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:978acb3ae3043ac6a7abf6508f9504ec85e73f5f2701a8d72fc4e6a8bb21b209
+size 2889513120

BetaCeti-Beta-4B-Prime1.Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0c254c60c21d9498c02f864265973e434a338c05a0b696d3363b8441ab2f5fa
+size 4280404640

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)

config.json

@@ -0,0 +1,3 @@
+{
+    "model_type": "qwen3"
+}

configuration.json

@@ -0,0 +1 @@
+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}