commit b3307234db3d476aa2fea5c76c1182b377acf6ef
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Mon Apr 20 18:03:23 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: mradermacher/email-qwen3-0.6b-GGUF
    Source: Original Platform

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..08e1bd8
--- /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
+email-qwen3-0.6b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+email-qwen3-0.6b.f16.gguf filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..3b00fb0
--- /dev/null
+++ b/README.md
@@ -0,0 +1,78 @@
+---
+base_model: CharlieGreenman/email-qwen3-0.6b
+language:
+- en
+library_name: transformers
+license: apache-2.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- email
+- cold-outreach
+- text-generation
+- qwen3
+- fine-tuned
+---
+## 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/CharlieGreenman/email-qwen3-0.6b
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#email-qwen3-0.6b-GGUF).***
+
+weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
+## 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/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q2_K.gguf) | Q2_K | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q3_K_S.gguf) | Q3_K_S | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q3_K_L.gguf) | Q3_K_L | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.IQ4_XS.gguf) | IQ4_XS | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q5_K_S.gguf) | Q5_K_S | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q5_K_M.gguf) | Q5_K_M | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q6_K.gguf) | Q6_K | 0.6 | very good quality |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.Q8_0.gguf) | Q8_0 | 0.7 | fast, best quality |
+| [GGUF](https://huggingface.co/mradermacher/email-qwen3-0.6b-GGUF/resolve/main/email-qwen3-0.6b.f16.gguf) | f16 | 1.3 | 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/email-qwen3-0.6b.IQ4_XS.gguf b/email-qwen3-0.6b.IQ4_XS.gguf
new file mode 100644
index 0000000..4210b9b
--- /dev/null
+++ b/email-qwen3-0.6b.IQ4_XS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6c3207f0dbbd025f1c130d4d243f2b319653a7d338dc40820577062bb7d2088
+size 369279200
diff --git a/email-qwen3-0.6b.Q2_K.gguf b/email-qwen3-0.6b.Q2_K.gguf
new file mode 100644
index 0000000..4eea303
--- /dev/null
+++ b/email-qwen3-0.6b.Q2_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34d15c4f3fd7a66f4b22e0630ec4a515aa9ff30178067f20751efad1eb5d062e
+size 296239328
diff --git a/email-qwen3-0.6b.Q3_K_L.gguf b/email-qwen3-0.6b.Q3_K_L.gguf
new file mode 100644
index 0000000..631a73f
--- /dev/null
+++ b/email-qwen3-0.6b.Q3_K_L.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfd0978d0a00d91e68d320dada7ae9c625b07bec6d89238f12eb078cfc8e1432
+size 368492768
diff --git a/email-qwen3-0.6b.Q3_K_M.gguf b/email-qwen3-0.6b.Q3_K_M.gguf
new file mode 100644
index 0000000..3b01623
--- /dev/null
+++ b/email-qwen3-0.6b.Q3_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5246eaae8c774a2ee8cbd3afe355a55833bd3680a4626ec41f81dd607e47f641
+size 347128032
diff --git a/email-qwen3-0.6b.Q3_K_S.gguf b/email-qwen3-0.6b.Q3_K_S.gguf
new file mode 100644
index 0000000..7a4abaa
--- /dev/null
+++ b/email-qwen3-0.6b.Q3_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56db64935d9b9ea642d9f76e05af859aea6d43c3fd57650ee2acae784a337d51
+size 323076320
diff --git a/email-qwen3-0.6b.Q4_K_M.gguf b/email-qwen3-0.6b.Q4_K_M.gguf
new file mode 100644
index 0000000..391634e
--- /dev/null
+++ b/email-qwen3-0.6b.Q4_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2683427067922cd9e48fa0e30d82fe5e8001a9dd6876e67d9cdc238f90ab1452
+size 396706016
diff --git a/email-qwen3-0.6b.Q4_K_S.gguf b/email-qwen3-0.6b.Q4_K_S.gguf
new file mode 100644
index 0000000..f5b089a
--- /dev/null
+++ b/email-qwen3-0.6b.Q4_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a412365086ac52296b6fd975f508754faa8cdc7d54b7b1fe494f445cc7c0b8e3
+size 383271136
diff --git a/email-qwen3-0.6b.Q5_K_M.gguf b/email-qwen3-0.6b.Q5_K_M.gguf
new file mode 100644
index 0000000..4a211b2
--- /dev/null
+++ b/email-qwen3-0.6b.Q5_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb979718efd0c5f34bbd3783f0ff2c6a087f84e8b78d60bb9e37c3f631315e0a
+size 444416224
diff --git a/email-qwen3-0.6b.Q5_K_S.gguf b/email-qwen3-0.6b.Q5_K_S.gguf
new file mode 100644
index 0000000..9ca4658
--- /dev/null
+++ b/email-qwen3-0.6b.Q5_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d2fa0caf2d2886d49812c57ee9fbc3d31b2d2c34749cdda7bbbbabbd1a992b1
+size 436617440
diff --git a/email-qwen3-0.6b.Q6_K.gguf b/email-qwen3-0.6b.Q6_K.gguf
new file mode 100644
index 0000000..fcebffb
--- /dev/null
+++ b/email-qwen3-0.6b.Q6_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5b84bee166cb8a221b9ae28315ea86443de7244d24d02a378bb369ca8b2afaa
+size 495108320
diff --git a/email-qwen3-0.6b.Q8_0.gguf b/email-qwen3-0.6b.Q8_0.gguf
new file mode 100644
index 0000000..a23fee5
--- /dev/null
+++ b/email-qwen3-0.6b.Q8_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87dffcbc0092b41a4e10efa1c9db2caa744afc7d7b3fe5b3be9aa5c0572f635b
+size 639448288
diff --git a/email-qwen3-0.6b.f16.gguf b/email-qwen3-0.6b.f16.gguf
new file mode 100644
index 0000000..9a947ba
--- /dev/null
+++ b/email-qwen3-0.6b.f16.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d0814029222d7e7711231e4e6de13ca47f055291bc571e8764294682ca7bdc5
+size 1198183648