初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/astrollama-3-8b-chat_summary-i1-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,60 @@
+*.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
+imatrix.dat filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q4_0_4_8.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-Q4_0_8_8.gguf filter=lfs diff=lfs merge=lfs -text
+astrollama-3-8b-chat_summary.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,81 @@
+---
+base_model: AstroMLab/astrollama-3-8b-chat_summary
+language:
+- en
+library_name: transformers
+license: mit
+quantized_by: mradermacher
+tags:
+- llama-3
+- astronomy
+- astrophysics
+- arxiv
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags: nicoboss -->
+weighted/imatrix quants of https://huggingface.co/AstroMLab/astrollama-3-8b-chat_summary
+
+<!-- provided-files -->
+static quants are available at https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-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/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ1_M.gguf) | i1-IQ1_M | 2.3 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ2_S.gguf) | i1-IQ2_S | 2.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q2_K.gguf) | i1-Q2_K | 3.3 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.4 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.8 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ3_S.gguf) | i1-IQ3_S | 3.8 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ3_M.gguf) | i1-IQ3_M | 3.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 4.8 | fast on arm, low quality |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 4.8 | fast on arm+i8mm, low quality |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 4.8 | fast on arm+sve, low quality |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.0 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/astrollama-3-8b-chat_summary-i1-GGUF/resolve/main/astrollama-3-8b-chat_summary.i1-Q6_K.gguf) | i1-Q6_K | 6.7 | 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 -->

astrollama-3-8b-chat_summary.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80213a4c94b9deeb21c60b646b0f98bd804cbf44437aa8fc56f1bd6508b1d6be
+size 2161972480

astrollama-3-8b-chat_summary.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dddacf73f7adf109bff09db1ccb5f2f6ad27e8113602c9818fccccc306e12b8
+size 2019628288

astrollama-3-8b-chat_summary.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:909c1ddfc9754e856a1d369f157a3d4e5fbaf6e03a3e4c5dfb228a0396e00d26
+size 2948281600

astrollama-3-8b-chat_summary.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccee175180d6606aa6d55115215de2e55689b3bac78e03175e918ce4ade02361
+size 2758489344

astrollama-3-8b-chat_summary.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea8ccfe164dfb86b79d190dc43581419031ada53c30184754e693bffc4f0de3b
+size 2605782272

astrollama-3-8b-chat_summary.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9770ca50bbda142167dba48a6631b4037c06e4be07c2b2cc906264837a47ff9b
+size 2399212800

astrollama-3-8b-chat_summary.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86ce5142af33aaa487cb0ef5f72f8cf4c62bb325a888b3da8e213559d5cc625d
+size 3784824064

astrollama-3-8b-chat_summary.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:426dcddb08f3535cd5b997132c7f9034d4160790753b6ac6115c65aad23f2b4a
+size 3682325760

astrollama-3-8b-chat_summary.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7745242ca2c06cb2f36f20bb421431f180ad767373cc0670857a46064abe7c66
+size 3518747904

astrollama-3-8b-chat_summary.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fec68a867d71644205953f0c8eba3bd8859584d682e180d68849c115888e4b51
+size 3274913024

astrollama-3-8b-chat_summary.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01c9f6c23bb97e4deb93baadb5568df81f83d90e6cc632636542488766ca7714
+size 4447663360

astrollama-3-8b-chat_summary.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dabc8311d04290a219ca615fc214b3421df86c6a0bc77845fcc95a7f78cf9575
+size 3179132160

astrollama-3-8b-chat_summary.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01bedaace3ab87a84ab79c7833e4f74d855209894a6ce048fc1f80bbfef13115
+size 4321957120

astrollama-3-8b-chat_summary.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d46148c48cc8d9630e723edcb46ff992a433e994322e849c579f7c893a3fd60f
+size 4018918656

astrollama-3-8b-chat_summary.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51b3eb7176df78ae1b42d90d55dacd94fd0554fe6260461a4ad82ff6647567f0
+size 3664499968

astrollama-3-8b-chat_summary.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd0359ffab764f88ba355d424f73f3b474b1080c6074e2e6dcb55c8261b11460
+size 4675892480

astrollama-3-8b-chat_summary.i1-Q4_0_4_4.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:779ac37983567157004f9820bbf707d8b0fa6355bc28a90ff3baa2a0d5746780
+size 4661212416

astrollama-3-8b-chat_summary.i1-Q4_0_4_8.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acb573b762980145e9ed63ffcba5b3659ed44c511c4344a18e096c4df67827cf
+size 4661212416

astrollama-3-8b-chat_summary.i1-Q4_0_8_8.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cc458b2e5952772e35d59d6232f15afd7c87d3d7479c895fd4fba707a43ac5f
+size 4661212416

astrollama-3-8b-chat_summary.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72de189fdf628f98e7d459cc48911f35a4f40ad71e22ede44052ebaa92a6f30b
+size 4920734976

astrollama-3-8b-chat_summary.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdde5762f20d901a6748fa02c3e477d620dde27e2a97fc228652c8f6622afbb1
+size 4692669696

astrollama-3-8b-chat_summary.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86d9281568e3220a109cb5a563306c4edee457696c8577a0ca810a77ee09ba74
+size 5732988160

astrollama-3-8b-chat_summary.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81ab9df582192ba906b402c223f91bad8708603f7d0e30a53a130d7da9e32887
+size 5599294720

astrollama-3-8b-chat_summary.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3dcd2de6cad8282e8e3b8c2bb5e098689fe695a6d6509f1b221aa1304ff1f04
+size 6596007168

imatrix.dat

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e4c7648804fb0d37c4ce93b8ff5654209722462267b8ab1968b3c225083db6b
+size 4988157