初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/Aura-LM-v3-Ultra-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
+*.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
+Aura-LM-v3-Ultra.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Aura-LM-v3-Ultra.f16.gguf filter=lfs diff=lfs merge=lfs -text

Aura-LM-v3-Ultra.IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d92209f0c8b156c44265386789bdfad13fb196be816400a1954d69e100d22559
+size 80986048

Aura-LM-v3-Ultra.Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1a649046a2598d5d254ac235cf29729f6902534ae13a361e0f6db073481d358
+size 69115840

Aura-LM-v3-Ultra.Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbe803aa786cb9dedef89e444cf252150563ccf018befcfc4f1e954bb9904142
+size 86589376

Aura-LM-v3-Ultra.Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ca76b56f3ea43c8eb055720acf592f3714bac1bafb0120e64e050e96114df27
+size 79953856

Aura-LM-v3-Ultra.Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cebc013cfd7f7feed0a0776ff42c14fdbbf551db4654cd154e2306541c19397
+size 71991232

Aura-LM-v3-Ultra.Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:285695e81d51d238fd419384db3db127f318cc791da6c1f5895e5cec9fe388a6
+size 89658304

Aura-LM-v3-Ultra.Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a86ef3983ff06ad5fa6dbd8b61bd8524527eda18d608609a4e391788c43dddb1
+size 84451264

Aura-LM-v3-Ultra.Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:219aca035224e430d0a8d4b6c53f3c7005c97996db23143a9fc87d20ca774169
+size 97178560

Aura-LM-v3-Ultra.Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:126736dca8eea7deb18051e53b42bf9794b83a14bc6ace9320be82532daf15a8
+size 93888448

Aura-LM-v3-Ultra.Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de17c5482b04ec69516034cfa766ee8eaf3f06ddbf59c30685d43cd30452a83f
+size 105168832

Aura-LM-v3-Ultra.Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16d3ce5251163714a9a3b0f02e574b77a15b40c1334ce1baad57fce11ae55f17
+size 135086752

Aura-LM-v3-Ultra.f16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f3ab700b7d48360f83e55fc2f38df61c5081bda9169ae8df1cf24b6a66ea3ed
+size 250898016

README.md

@@ -0,0 +1,76 @@
+---
+base_model: abhishektiwari0853/Aura-LM-v3-Ultra
+language: en
+library_name: transformers
+license: apache-2.0
+model_type: gpt2
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- text-generation
+- gpt2
+- code
+---
+## 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/abhishektiwari0853/Aura-LM-v3-Ultra
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Aura-LM-v3-Ultra-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/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q2_K.gguf) | Q2_K | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q3_K_S.gguf) | Q3_K_S | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q3_K_M.gguf) | Q3_K_M | 0.2 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.IQ4_XS.gguf) | IQ4_XS | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q4_K_S.gguf) | Q4_K_S | 0.2 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q3_K_L.gguf) | Q3_K_L | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q4_K_M.gguf) | Q4_K_M | 0.2 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q5_K_S.gguf) | Q5_K_S | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q5_K_M.gguf) | Q5_K_M | 0.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q6_K.gguf) | Q6_K | 0.2 | very good quality |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.Q8_0.gguf) | Q8_0 | 0.2 | fast, best quality |
+| [GGUF](https://huggingface.co/mradermacher/Aura-LM-v3-Ultra-GGUF/resolve/main/Aura-LM-v3-Ultra.f16.gguf) | f16 | 0.4 | 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 -->