初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/gemma2-27b-swahili-it-i1-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,59 @@
+*.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
+gemma2-27b-swahili-it.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+gemma2-27b-swahili-it.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,87 @@
+---
+base_model: Alfaxad/gemma2-27b-swahili-it
+language:
+- sw
+library_name: transformers
+license: apache-2.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- gemma2
+- swahili
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags: nicoboss -->
+<!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
+<!-- ### quants_skip:  -->
+<!-- ### skip_mmproj:  -->
+weighted/imatrix quants of https://huggingface.co/Alfaxad/gemma2-27b-swahili-it
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#gemma2-27b-swahili-it-i1-GGUF).***
+
+static quants are available at https://huggingface.co/mradermacher/gemma2-27b-swahili-it-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/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ1_S.gguf) | i1-IQ1_S | 6.2 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ1_M.gguf) | i1-IQ1_M | 6.8 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 7.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ2_XS.gguf) | i1-IQ2_XS | 8.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ2_S.gguf) | i1-IQ2_S | 8.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ2_M.gguf) | i1-IQ2_M | 9.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q2_K_S.gguf) | i1-Q2_K_S | 9.8 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q2_K.gguf) | i1-Q2_K | 10.5 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 10.9 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ3_XS.gguf) | i1-IQ3_XS | 11.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ3_S.gguf) | i1-IQ3_S | 12.3 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q3_K_S.gguf) | i1-Q3_K_S | 12.3 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ3_M.gguf) | i1-IQ3_M | 12.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q3_K_M.gguf) | i1-Q3_K_M | 13.5 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q3_K_L.gguf) | i1-Q3_K_L | 14.6 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-IQ4_XS.gguf) | i1-IQ4_XS | 14.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q4_0.gguf) | i1-Q4_0 | 15.8 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q4_K_S.gguf) | i1-Q4_K_S | 15.8 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q4_K_M.gguf) | i1-Q4_K_M | 16.7 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q4_1.gguf) | i1-Q4_1 | 17.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q5_K_S.gguf) | i1-Q5_K_S | 19.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q5_K_M.gguf) | i1-Q5_K_M | 19.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/gemma2-27b-swahili-it-i1-GGUF/resolve/main/gemma2-27b-swahili-it.i1-Q6_K.gguf) | i1-Q6_K | 22.4 | practically like static Q6_K |
+
+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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
+
+<!-- end -->

gemma2-27b-swahili-it.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:547c2b41f240d415a0ba25ef827c51243b360d0806ccc2b7da7c364d161c7220
+size 6692471392

gemma2-27b-swahili-it.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d965734383ac0736ecca8b4b8f808edbd997b9cee5ed923136e0a18cdc9556cd
+size 6132433504

gemma2-27b-swahili-it.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0537de85bc837cc9f939ceb1b3f9e448434b678d69c24e9fd3051b904878193e
+size 9398878816

gemma2-27b-swahili-it.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:906031c6a9a3db9c7a8cb16e6acdeecb87f2ef2cb22a4be9ba339e67ad733951
+size 8652161632

gemma2-27b-swahili-it.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12a316ae8e982b8bca4f8f6040eb444cd3ba2bc8680ef02d4988038f8b18ade6
+size 8399716960

gemma2-27b-swahili-it.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8b77342ae156f0e2d0a19d10c3c5e232f7f8c5b6d0ce3e5646e30df143eb49a
+size 7625867872

gemma2-27b-swahili-it.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4351bed0eb6a2b1b7d93351af55fee99b5b411eadf7a45ab5816b70596856c3
+size 12454830688

gemma2-27b-swahili-it.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee8871a0967c1cff6d24cd637a344707debc55fd5626e2f0de0fafe6e77aa3a1
+size 12169060960

gemma2-27b-swahili-it.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70a01badc5120cc8d2dbe6c3de3399ad57d6e72a752d7d3ae3b5b7197ce7a9ad
+size 11550630496

gemma2-27b-swahili-it.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9d9cc50386bfb18b5de473dd4f2e82fc552f56778b53fdd78e693936a05460f
+size 10750755424

gemma2-27b-swahili-it.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00f5b3a1336c5a0cbe5d777ee9d725c74a8376b02b4d29d3cfe7338a3a5a2404
+size 14814421600

gemma2-27b-swahili-it.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db4485c003c919af54ce6eca64dcc3f1030f97af4a38c5c6049c28a910e159eb
+size 10449576544

gemma2-27b-swahili-it.i1-Q2_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f164e5e468280195cb6b18737f2052447b36fc6885f1f724c89c0c3e8de99eba
+size 9722765920

gemma2-27b-swahili-it.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12cbaef95e01c02599427ba07cee53bc8dab2c8a094fe9aa0b1a77c9b3c5ef53
+size 14519362144

gemma2-27b-swahili-it.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed2e4571c512036953699bdd807bd9917ac37f03cf7be8005257d6038bcbb7b4
+size 13424648800

gemma2-27b-swahili-it.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:981fd8ad181086f9c177d5d78ab7e491082beedb8331344ecbf4cc6b91f1f8be
+size 12169060960

gemma2-27b-swahili-it.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:746fedb12f38ce349743ff3fc4ce33aa0f07ce65d35551cc23ada1d717408b8a
+size 15681462880

gemma2-27b-swahili-it.i1-Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b494e19812af99f1b0705ed803ea45bae98aa45d6693335458dd203a3a750344
+size 17256292960

gemma2-27b-swahili-it.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a37f71c9ad65f91e853f57f07056a7c0b6dfbb6d2b1ba91143a98e389d87d1f3
+size 16645382752

gemma2-27b-swahili-it.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68a71b16dc6e1436910c1fd9e5ffb92d18d6c1513d6d1ee1a0df01d8c4329938
+size 15739265632

gemma2-27b-swahili-it.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a89ea56055e0c9450250fb4ab5d3ceaca5ef05bc08238d56e5cd88ab89c910ae
+size 19408118368

gemma2-27b-swahili-it.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a952f369a836ec1d16b080a2dd89bbc9ebe369bfdb94c650c73de64c05a9293
+size 18884207200

gemma2-27b-swahili-it.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a30913ba5fd7822c432ab61e814d98a5a93e97af56407cc21177f708f9a0275
+size 22343524960

gemma2-27b-swahili-it.imatrix.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e2061e37aec429779669604ff11f073a50466ab3e79ee1aa29a271024e687f9
+size 11825536