commit 31abd4264388a68041c88dbb60345da0cfd9a83b
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Mon Sep 14 11:40:16 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: mradermacher/Rifa-Nano-0.5B-GGUF
    Source: Original Platform

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..7885206
--- /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
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt 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
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz 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
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl 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
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* 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
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Rifa-Nano-0.5B.f16.gguf filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..d78e78b
--- /dev/null
+++ b/README.md
@@ -0,0 +1,82 @@
+---
+base_model: smshahbaj/Rifa-Nano-0.5B
+language:
+- en
+- bn
+library_name: transformers
+license: apache-2.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- rifa
+- rifa-nano
+- bangla
+- bengali
+- small-model
+- conversational
+- text-generation
+- gguf
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags:  -->
+<!-- ### quants:  x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS -->
+<!-- ### quants_skip:  -->
+<!-- ### skip_mmproj:  -->
+static quants of https://huggingface.co/smshahbaj/Rifa-Nano-0.5B
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Rifa-Nano-0.5B-GGUF).***
+
+weighted/imatrix quants are available at https://huggingface.co/mradermacher/Rifa-Nano-0.5B-i1-GGUF
+## Usage
+
+If you are unsure how to use GGUF files, refer to one of [TheBloke's
+READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
+more details, including on how to concatenate multi-part files.
+
+## Provided Quants
+
+(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
+
+| Link | Type | Size/GB | Notes |
+|:-----|:-----|--------:|:------|
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q3_K_S.gguf) | Q3_K_S | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q2_K.gguf) | Q2_K | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.IQ4_XS.gguf) | IQ4_XS | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q3_K_L.gguf) | Q3_K_L | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q5_K_S.gguf) | Q5_K_S | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q5_K_M.gguf) | Q5_K_M | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q6_K.gguf) | Q6_K | 0.6 | very good quality |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality |
+| [GGUF](https://huggingface.co/mradermacher/Rifa-Nano-0.5B-GGUF/resolve/main/Rifa-Nano-0.5B.f16.gguf) | f16 | 1.1 | 16 bpw, overkill |
+
+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)
+
+And here are Artefact2's thoughts on the matter:
+https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
+
+## FAQ / Model Request
+
+See https://huggingface.co/mradermacher/model_requests for some answers to
+questions you might have and/or if you want some other model quantized.
+
+## Thanks
+
+I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
+me use its servers and providing upgrades to my workstation to enable
+this work in my free time.
+
+<!-- end -->
diff --git a/Rifa-Nano-0.5B.IQ4_XS.gguf b/Rifa-Nano-0.5B.IQ4_XS.gguf
new file mode 100644
index 0000000..0febf4c
--- /dev/null
+++ b/Rifa-Nano-0.5B.IQ4_XS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9379342246f8257edf46d9687842c1d0561b742162b329d9050f1f67debaa421
+size 351446048
diff --git a/Rifa-Nano-0.5B.Q2_K.gguf b/Rifa-Nano-0.5B.Q2_K.gguf
new file mode 100644
index 0000000..de05a64
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q2_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dc0217f8fef18eed7f5002d0fe251ef69e08e2b0dedda7c752ef5804b749f3b
+size 338608160
diff --git a/Rifa-Nano-0.5B.Q3_K_L.gguf b/Rifa-Nano-0.5B.Q3_K_L.gguf
new file mode 100644
index 0000000..09c5e91
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q3_K_L.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f8a0ec904767e6e461ec199de32df511427742ab2a6a8be7cacaae4023b2be0
+size 369358880
diff --git a/Rifa-Nano-0.5B.Q3_K_M.gguf b/Rifa-Nano-0.5B.Q3_K_M.gguf
new file mode 100644
index 0000000..b214008
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q3_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce02efbc2894e53b8af12961c81d547f6c0bd966eba46959e8c9ac3c9d1612fa
+size 355467296
diff --git a/Rifa-Nano-0.5B.Q3_K_S.gguf b/Rifa-Nano-0.5B.Q3_K_S.gguf
new file mode 100644
index 0000000..e626cda
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q3_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56c00b16c1c34793c17691369433a0b7b5ff0e5e69072e96a50d9653289964c4
+size 338264096
diff --git a/Rifa-Nano-0.5B.Q4_K_M.gguf b/Rifa-Nano-0.5B.Q4_K_M.gguf
new file mode 100644
index 0000000..ca13168
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q4_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4891781f7e78ab4f817803eb964fa6825d2621e21c8e2aaf88e576b45249c04e
+size 397808672
diff --git a/Rifa-Nano-0.5B.Q4_K_S.gguf b/Rifa-Nano-0.5B.Q4_K_S.gguf
new file mode 100644
index 0000000..ec388f1
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q4_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:918f9a125003639ae691957d7422bf23ab233516cd6a953e9deaa2e7a8dc56e9
+size 385472544
diff --git a/Rifa-Nano-0.5B.Q5_K_M.gguf b/Rifa-Nano-0.5B.Q5_K_M.gguf
new file mode 100644
index 0000000..7ba6b9f
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q5_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cbfee0be6cf92ad72639d34d8c20e926da48c86b9feda5b6adfb27dcec82cd1
+size 420086816
diff --git a/Rifa-Nano-0.5B.Q5_K_S.gguf b/Rifa-Nano-0.5B.Q5_K_S.gguf
new file mode 100644
index 0000000..2b12eca
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q5_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2755d0b38caaf5e93317a5563b33724723a94bfcf454999f025f92ba2a39e867
+size 412710944
diff --git a/Rifa-Nano-0.5B.Q6_K.gguf b/Rifa-Nano-0.5B.Q6_K.gguf
new file mode 100644
index 0000000..0ec03a0
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q6_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5941993577716a5541c2424fa3c3da6c9ab3e8ac625d12902ffee36fd9386617
+size 505737248
diff --git a/Rifa-Nano-0.5B.Q8_0.gguf b/Rifa-Nano-0.5B.Q8_0.gguf
new file mode 100644
index 0000000..8cd428c
--- /dev/null
+++ b/Rifa-Nano-0.5B.Q8_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:387be127110f47e2901a787a22a1e08094ebcd6940fb562bfa594f2ddbd16f59
+size 531068960
diff --git a/Rifa-Nano-0.5B.f16.gguf b/Rifa-Nano-0.5B.f16.gguf
new file mode 100644
index 0000000..5a3a4e8
--- /dev/null
+++ b/Rifa-Nano-0.5B.f16.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad9a6b74a2914aec5fafe29d6cfdc6532ac8244a58587193699c6d9dc167bb4d
+size 994157600