repo_name stringlengths 9 75 | topic stringclasses 30
values | issue_number int64 1 203k | title stringlengths 1 976 | body stringlengths 0 254k | state stringclasses 2
values | created_at stringlengths 20 20 | updated_at stringlengths 20 20 | url stringlengths 38 105 | labels listlengths 0 9 | user_login stringlengths 1 39 | comments_count int64 0 452 |
|---|---|---|---|---|---|---|---|---|---|---|---|
keras-team/keras | data-science | 20,715 | autoencoder.fit() raises 'KeyError: 'Exception encountered when calling Functional.call()' | I'm trying to build a stacked LSTM sequence auto-encoder that takes a signal of 430 timesteps with each timestep having 1 value. You can see the code for the model below:
```py
feat_dim = 1
timesteps = 430
inputs = keras.Input(shape = (timesteps, feat_dim), dtype = 'float32')
x = layers.LSTM(320, activation = 'r... | closed | 2025-01-02T19:30:37Z | 2025-01-10T06:23:45Z | https://github.com/keras-team/keras/issues/20715 | [
"type:Bug"
] | albas99 | 4 |
writer/writer-framework | data-visualization | 202 | Event and state serde aren't expansible | To address this, we need a plug-in style approach for event deserialization and for state serialization. We'll need to migrate from the big IF blocks we currently have, to this.
This is a prerequisite for effective, wider-purpose extensions.
We'll need to be able to intercept/sanitize new types of events (e.g. ss... | open | 2024-01-23T15:18:04Z | 2024-01-25T22:21:27Z | https://github.com/writer/writer-framework/issues/202 | [
"enhancement"
] | ramedina86 | 3 |
TencentARC/GFPGAN | deep-learning | 190 | windows error NameError: name 'fused_act_ext' is not defined | E:\AIDeepLearn\旧照片修复\GFPGAN>python inference_gfpgan.py -i inputs/whole_imgs -o results -v 1 -s 2
Processing 2.png ...
Traceback (most recent call last):
File "inference_gfpgan.py", line 155, in <module>
main()
File "inference_gfpgan.py", line 119, in main
cropped_faces, restored_faces, restored_img = ... | open | 2022-05-11T03:28:06Z | 2022-05-19T23:34:07Z | https://github.com/TencentARC/GFPGAN/issues/190 | [] | lj350201364 | 1 |
roboflow/supervision | pytorch | 1,219 | Loading OBB detection from ultralytics fails | ### Search before asking
- [X] I have searched the Supervision [issues](https://github.com/roboflow/supervision/issues) and found no similar bug report.
### Bug
When passing in the results from ultralytics yolov8 OBB model to from_ultralytics it will fail and give the following:
AttributeError: 'NoneType... | closed | 2024-05-21T16:13:33Z | 2024-06-03T07:49:56Z | https://github.com/roboflow/supervision/issues/1219 | [
"bug"
] | dbestPacksol | 18 |
ultralytics/yolov5 | machine-learning | 12,894 | How to remove a detection layer? | ### Search before asking
- [x] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no similar questions.
### Question
I am using YOLOv5 to create a detection model. The model will only see small objects (box... | closed | 2024-04-08T12:09:44Z | 2024-10-20T19:43:12Z | https://github.com/ultralytics/yolov5/issues/12894 | [
"question",
"Stale"
] | nachoogriis | 3 |
Ehco1996/django-sspanel | django | 47 | 能否直接用宝塔面板来装环境呢? | 如题,请问可以直接用宝塔来简易安装环境吧? | closed | 2017-12-18T11:23:39Z | 2017-12-22T02:53:38Z | https://github.com/Ehco1996/django-sspanel/issues/47 | [] | Nightiswatch | 3 |
tfranzel/drf-spectacular | rest-api | 1,034 | Weird Behaviour on @extend_schema with custom schema in view | Not sure if it is related to https://github.com/tfranzel/drf-spectacular/issues/241
To reproduce:
```python
class MyDefaultAutoSchema(AutoSchema):
def _get_response_for_code(self, *args, **kwargs):
default_response: dict = super()._get_response_for_code(*args, **kwargs)
json_schema: Optional... | closed | 2023-07-25T09:14:39Z | 2024-01-06T12:47:57Z | https://github.com/tfranzel/drf-spectacular/issues/1034 | [] | ChrisMaxheart | 2 |
biolab/orange3 | scikit-learn | 6,218 | Deprecate: deviance | ```
test_scorer (test_gb_cls.TestGBClassifier) ... /home/runner/work/orange3/orange3/.tox/orange-released/lib/python3.8/site-packages/sklearn/ensemble/_gb.py:310: FutureWarning: The loss parameter name 'deviance' was deprecated in v1.1 and will be removed in version 1.3. Use the new parameter name 'log_loss' which is ... | closed | 2022-11-22T18:23:22Z | 2023-01-11T09:18:10Z | https://github.com/biolab/orange3/issues/6218 | [
"snack"
] | markotoplak | 1 |
mirumee/ariadne | graphql | 48 | Create shortcut function for GraphQLMiddleware.make_simple_server | Getting started with Ariadne could be made even simpler by providing shortcut function abstracting the `GraphQLMiddleware` away on first contact, thus saving users possible confusion about what they really are doing. | closed | 2018-10-31T15:30:54Z | 2018-11-23T10:16:29Z | https://github.com/mirumee/ariadne/issues/48 | [
"help wanted",
"roadmap"
] | rafalp | 0 |
minimaxir/textgenrnn | tensorflow | 124 | Generating with context | Hey, love the project.
I am trying different things out and thus far everything worked as expected.
Now I want to train some models with context labels, but is there a way to provide the the context as parameter when generating texts.
To stay with the examples here, when I have trained my model on "reddit_rarepu... | open | 2019-04-30T09:43:59Z | 2020-01-29T04:25:53Z | https://github.com/minimaxir/textgenrnn/issues/124 | [] | FabianStammen | 2 |
babysor/MockingBird | deep-learning | 526 | 训练时报错 PytorchStreamReader failed reading zip archive: failed finding central directory | **Summary[问题简述(一句话)]**
A clear and concise description of what the issue is.
训练时报错 PytorchStreamReader failed reading zip archive: failed finding central directory
**Env & To Reproduce[复现与环境]**
描述你用的环境、代码版本、模型
gtx1060
py3.9.7
 of pandas.
- [ ] I have confirmed this bug exists on the [main branch](https://pandas.pydata.org/docs/dev/ge... | open | 2025-01-23T13:10:56Z | 2025-03-01T18:35:02Z | https://github.com/pandas-dev/pandas/issues/60774 | [
"Bug",
"Datetime",
"Needs Discussion",
"IO Parquet",
"Upstream issue"
] | bmwilly | 7 |
vllm-project/vllm | pytorch | 14,522 | [Usage]: [V1] Support `MistralTokenizer` on V1 | ### Your current environment
Currently, Xgrammar does not work with `MistralTokenizer`. This means we cannot use `MistralTokenizer` with V1
### How would you like to use vllm
I want to run inference of a [specific model](put link here). I don't know how to integrate it with vllm.
### Before submitting a new issue.... | closed | 2025-03-09T19:38:30Z | 2025-03-12T02:40:10Z | https://github.com/vllm-project/vllm/issues/14522 | [
"structured-output",
"usage",
"v1"
] | robertgshaw2-redhat | 1 |
google-research/bert | nlp | 485 | [REQUEST, SUGGESTION] BERT with TF 2.0 | Do you have any plans to release BERT model with Tensorflow 2.0?
It makes much easier for NLP people to understand how Tensorflow 2.0 works for BERT.
Thanks, | open | 2019-03-08T03:54:41Z | 2019-10-01T07:37:55Z | https://github.com/google-research/bert/issues/485 | [] | rainmaker712 | 6 |
tartiflette/tartiflette | graphql | 79 | Fragment with undefined target type doesn't raise any error | A GraphQL request containing a fragment with an undefined target type doesn't raise any error:
```sdlang
type User {
name: String
}
type Query {
viewer: User
}
```
```graphql
fragment UnknownFields on UnknownType {
name
}
query {
viewer {
...UnknownType
}
}
``` | closed | 2019-01-15T08:16:34Z | 2019-01-15T11:18:32Z | https://github.com/tartiflette/tartiflette/issues/79 | [
"bug"
] | Maximilien-R | 0 |
xonsh/xonsh | data-science | 5,705 | Improve documentation: how to activate foreign shell bash | I miss some aliases defined in ~/.bash_aliases. I remember that I need to activate bash as a foreign shell. But how should I do that.
I tried to look on the web documentation and didn't find anything clear.
When I search for "foreign shells" on the web documentation, I was not able to find any useful info.
I e... | open | 2024-10-17T11:44:30Z | 2024-10-17T12:31:48Z | https://github.com/xonsh/xonsh/issues/5705 | [
"docs",
"foreign-shell"
] | paugier | 0 |
ydataai/ydata-profiling | data-science | 724 | Add functionality to modify plots (and their look) | **Missing functionality**
I have searched pandas profiling documentation, the [advanced usage](https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/advanced_usage.html) webpage and also the [plotting](https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/api/_autosummary/pandas... | closed | 2021-03-07T16:26:40Z | 2021-05-09T22:04:40Z | https://github.com/ydataai/ydata-profiling/issues/724 | [
"help wanted 🙋",
"documentation 📖"
] | jankaWIS | 5 |
replicate/cog | tensorflow | 1,857 | Timeout for older cog docker execution locally using cog predict | Older dockers are stuck after pip installation and throws a timeout especially for the below one
`cog predict r8.im/google-research/maxim@sha256:494ca4d578293b4b93945115601b6a38190519da18467556ca223d219c3af9f9 -i 'image="https://replicate.delivery/mgxm/6707a57f-4957-4047-b020-2160aed1d27a/1fromGOPR0950.png"' -i 'm... | open | 2024-08-06T15:29:53Z | 2024-08-13T21:09:19Z | https://github.com/replicate/cog/issues/1857 | [] | hackkhai | 1 |
google-research/bert | nlp | 1,192 | Smaller mBERT Models | Hello All,
I really liked playing with your 24 smaller BERT models from your research paper https://arxiv.org/pdf/1908.08962.pdf
I was just wondering if you were planning on releasing the same but with multi lingual BERT ?
thank you very much | open | 2021-01-14T14:03:28Z | 2021-01-14T14:03:28Z | https://github.com/google-research/bert/issues/1192 | [] | basilevancooten | 0 |
tensorpack/tensorpack | tensorflow | 971 | [Q] Is there a way to define a trainer with a custom gradients? | As I understand, the training interface is basically:
(1) a model (eg. `ModelDesc`) returns `cost` in `build_graph()`
(2) a trainer (eg. `SimpleTrainer`) creates `train_op` for us, as in
```
grads = self._make_get_grad_fn(input, get_cost_fn, get_opt_fn)()
opt = get_opt_fn()
self.train_op = opt.apply_gradients(gra... | closed | 2018-11-05T20:46:13Z | 2018-11-15T07:30:17Z | https://github.com/tensorpack/tensorpack/issues/971 | [
"usage"
] | ywpkwon | 1 |
Evil0ctal/Douyin_TikTok_Download_API | api | 4 | heroku 404 | 我还尝试把add_url_rule 从 main里拿出来 并且添加route
两种方法下 / 都是404 | closed | 2022-03-05T05:31:09Z | 2022-03-12T12:05:25Z | https://github.com/Evil0ctal/Douyin_TikTok_Download_API/issues/4 | [] | wanghaisheng | 5 |
3b1b/manim | python | 1,230 | Feature request: Add color to `Matrix` | When running an animation to illustrate a series of matrix operations it is clearer to transform values between matrices without transforming the brackets of the matricies. When using many matricies it often useful to color matricies to help differentiate what they represent.
I cannot see how to transform values fro... | closed | 2020-09-17T11:44:20Z | 2020-09-25T06:32:50Z | https://github.com/3b1b/manim/issues/1230 | [] | JonathanWoollett-Light | 3 |
scikit-hep/awkward | numpy | 2,338 | Make a function that assigns types to unknowns from an overall type/Form description | Note to self: the "prototype method" of assigning a type is a good hint of how to write that type-setting function. We have a way of turning a Form into a length-0 array (it's an L2 function), and if you concatenate that length-0 array onto the array with unknowns, it would give the appropriate type to those unknowns. ... | closed | 2023-03-23T15:10:33Z | 2023-05-05T15:31:51Z | https://github.com/scikit-hep/awkward/issues/2338 | [
"duplicate"
] | jpivarski | 2 |
deepspeedai/DeepSpeed | deep-learning | 6,548 | [REQUEST] A minimal example to load universal checkpoint | Up to this point, I did not find minimal examples to resume training from universal checkpoint.
The only example for using universal checkpoint is [here](https://github.com/microsoft/Megatron-DeepSpeed/tree/main/examples_deepspeed/universal_checkpointing) which is buried under layer of megatron code.
**Descri... | open | 2024-09-17T22:34:31Z | 2024-10-02T18:00:55Z | https://github.com/deepspeedai/DeepSpeed/issues/6548 | [
"enhancement"
] | hongshanli23 | 2 |
davidteather/TikTok-Api | api | 888 | [BUG] - cannot put anything after api.trending | `api.trending` will return a line "bound method TikTokApi.trending of <TikTokApi.tiktok.TikTokApi object"
but when I tried to add attribute such as `api.trending()` or` api.trending(count=10)` or `api.trending.videos()`, it will report object has no attribute.
OS: windows11
TikTokApi Version 5.1.1
| closed | 2022-05-14T21:47:51Z | 2023-08-08T22:13:59Z | https://github.com/davidteather/TikTok-Api/issues/888 | [
"bug"
] | yoyoweiii | 3 |
explosion/spaCy | machine-learning | 13,733 | Japanese Tokenizer`RuntimeError: Already borrowed` | * Japanese tokenizer specifically began throwing `RuntimeError: Already borrowed` when receiving multi-threaded requests.
* We noticed this error began on 2025-01-15, and did not previously struggle with this.
* Other language tokenizers are still able to handle multi-threading (see english and chinese succeed in examp... | open | 2025-01-24T15:40:48Z | 2025-01-24T15:42:43Z | https://github.com/explosion/spaCy/issues/13733 | [] | joelbartlett20 | 0 |
junyanz/pytorch-CycleGAN-and-pix2pix | computer-vision | 1,195 | checkpoint for cityscapes pix2pix model | Is that possible to provide the checkpoint for cityscapes pix2pix model? | open | 2020-11-20T05:09:27Z | 2020-12-16T11:44:22Z | https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/issues/1195 | [] | deJQK | 1 |
LAION-AI/Open-Assistant | python | 3,306 | Deleting from chat index page redirects to the chat page. | Deleting a chat from /chat page will redirect /chat/{id}
| closed | 2023-06-06T07:14:54Z | 2023-06-13T05:38:35Z | https://github.com/LAION-AI/Open-Assistant/issues/3306 | [
"bug",
"website"
] | CertifiedJoon | 4 |
approximatelabs/sketch | pandas | 32 | There is a validation error | Hello,
While I ran the following code:
```
import sketch
import pandas as pd
sales_data = pd.read_csv("https://gist.githubusercontent.com/bluecoconut/9ce2135aafb5c6ab2dc1d60ac595646e/raw/c93c3500a1f7fae469cba716f09358cfddea6343/sales_demo_with_pii_and_all_states.csv")
sales_data.sketch.ask("What columns might h... | closed | 2023-08-22T03:01:38Z | 2024-04-23T06:46:46Z | https://github.com/approximatelabs/sketch/issues/32 | [] | chunyuma | 4 |
waditu/tushare | pandas | 1,618 | 基金份额数据错误 | 2018-06-22 511280 中期信用ETF 的份额为0 | open | 2022-01-11T13:49:20Z | 2022-01-11T13:49:20Z | https://github.com/waditu/tushare/issues/1618 | [] | droiter | 0 |
Kitware/trame | data-visualization | 436 | some bug in 32_i18n_vue3.py | Why does running this file report the following error? How should I solve it

| closed | 2024-02-04T08:54:53Z | 2024-02-04T17:11:44Z | https://github.com/Kitware/trame/issues/436 | [] | hanjiezhou | 1 |
roboflow/supervision | tensorflow | 1,295 | Does evaluation API support OBB | ### Search before asking
- [X] I have searched the Supervision [issues](https://github.com/roboflow/supervision/issues) and found no similar feature requests.
### Question
Hello! I am working with YOLOv8 for an object detection issue. I need to evaluate my model on a testset with a custom filtering method, and woul... | closed | 2024-06-20T03:39:18Z | 2024-10-01T16:57:35Z | https://github.com/roboflow/supervision/issues/1295 | [
"question"
] | elifhelfer | 20 |
scikit-optimize/scikit-optimize | scikit-learn | 924 | Init Error | I haven't had any issues before, but I try to run the same code as before I now I get an error "object.__init__() takes exactly one argument (the instance to initialize)"

| open | 2020-07-20T18:01:31Z | 2020-09-17T09:03:12Z | https://github.com/scikit-optimize/scikit-optimize/issues/924 | [] | Echeney17 | 2 |
microsoft/nlp-recipes | nlp | 71 | Update Readmes for current examples | closed | 2019-05-28T15:19:45Z | 2020-01-14T17:48:36Z | https://github.com/microsoft/nlp-recipes/issues/71 | [] | nikhilrj | 1 | |
nerfstudio-project/nerfstudio | computer-vision | 2,941 | Unable to train pynerf on nerfstudio 1.0.1 | I got the following error when I wanted to train a pynerf model. I'm using WSL2 and nerfstudio 1.0.1. Any idea how can I fix it?
I am using my custom data with the following command: `ns-train pynerf nerfstudio-data --data `
 raises the loss of accuracy when inference | ### System Info
Linux w/ peft==0.7.1
### Who can help?
_No response_
### Information
- [ ] The official example scripts
- [X] My own modified scripts
### Tasks
- [ ] An officially supported task in the `examples` folder
- [X] My own task or dataset (give details below)
### Reproduction
Here is the script:
```... | closed | 2024-01-23T04:58:18Z | 2024-02-05T15:01:17Z | https://github.com/huggingface/peft/issues/1388 | [] | haobozhang | 2 |
RomelTorres/alpha_vantage | pandas | 357 | Support for 'News and Sentiments' | Is it true that we do not currently support 'News and Sentiments'? or I am too dumb to figure it out?

| closed | 2023-12-25T20:57:57Z | 2024-01-12T23:02:54Z | https://github.com/RomelTorres/alpha_vantage/issues/357 | [] | usapkota | 2 |
Sanster/IOPaint | pytorch | 352 | [Feature Request] Add MobileSAM model in interactive segment plugin | Add https://github.com/ChaoningZhang/MobileSAM | open | 2023-07-22T02:57:24Z | 2025-03-17T02:05:44Z | https://github.com/Sanster/IOPaint/issues/352 | [
"stale"
] | tak2hu | 1 |
JaidedAI/EasyOCR | machine-learning | 447 | Number of iterations for models | Hi @rkcosmos
Great work! For how many approx. iterations did you train your language-specific models and how much data did you use for training?
Thanks | closed | 2021-06-04T09:55:37Z | 2022-03-02T09:25:00Z | https://github.com/JaidedAI/EasyOCR/issues/447 | [] | iknoorjobs | 0 |
seleniumbase/SeleniumBase | pytest | 2,954 | set_wire_proxy does not worked | Hi. I tried to dynamicly set proxy for chrome webdriver with wire, but it does not worked
My code:
```
driver = Driver(
headless2=True,
no_sandbox=True,
disable_gpu=True,
wire=True,
#ad_block=True,
#block_images=True,
... | closed | 2024-07-24T00:15:25Z | 2024-07-24T03:35:36Z | https://github.com/seleniumbase/SeleniumBase/issues/2954 | [
"invalid usage"
] | Mracobes9 | 1 |
Nemo2011/bilibili-api | api | 372 | 【BUG】直播间相关请求数据被限制 | @main_room.on('DANMU_MSG') # 弹幕消息事件回调函数
user_name = event["data"]["info"][2][1] # 获取用户昵称
经过一段时间后 user_name获取到的都是不完整的 以*号填充的名字
另外通过user.User.get_user_info()请求不到数据
| closed | 2023-07-03T10:15:30Z | 2023-07-25T08:08:42Z | https://github.com/Nemo2011/bilibili-api/issues/372 | [
"bug"
] | Hzxxxx2002 | 42 |
huggingface/diffusers | pytorch | 10,180 | Can't load multiple loras when using Flux Control LoRA | ### Describe the bug
I was trying out the FluxControlPipeline with the Control LoRA introduced in #9999 , but had issues loading in multiple loras.
For example, if I load the depth lora first and then the 8-step lora, it errors on the 8-step lora, and if I load the 8-step lora first and then the depth lora, it err... | closed | 2024-12-10T21:40:24Z | 2024-12-20T09:00:33Z | https://github.com/huggingface/diffusers/issues/10180 | [
"bug",
"help wanted",
"lora"
] | jonathanyin12 | 11 |
JaidedAI/EasyOCR | pytorch | 896 | Fine Tuning on Custom Dataset - Thai | Hi ,
I had a look at the current training scripts and aim to fine tune the thai model, with weight thai_g1.pth, on our custom dataset.
To actually load the weights, which will serve as pretrained weights, I need to know the thai_filtered.yml file and also other opt arguments, much like the "en_filtered.yml" wh... | closed | 2022-12-01T10:12:15Z | 2023-04-25T02:43:08Z | https://github.com/JaidedAI/EasyOCR/issues/896 | [] | MdotO | 4 |
dynaconf/dynaconf | fastapi | 1,101 | [misc] Adapt to django-debug-toolbar breaking change | The django-debug-toolbar [`4.4.0` release](https://django-debug-toolbar.readthedocs.io/en/latest/changes.html#id3) added a check that disallows running tests with django_toolbar installed, which broke our CI ([example](https://github.com/dynaconf/dynaconf/actions/runs/9269034760/job/25499495620#step:6:440)).
As a wo... | open | 2024-05-28T16:26:09Z | 2024-07-08T18:37:55Z | https://github.com/dynaconf/dynaconf/issues/1101 | [
"enhancement",
"good first issue",
"django"
] | pedro-psb | 0 |
JaidedAI/EasyOCR | pytorch | 507 | how to use my trained model? | closed | 2021-08-07T09:45:35Z | 2021-08-07T09:51:16Z | https://github.com/JaidedAI/EasyOCR/issues/507 | [] | keeganNull | 0 | |
fugue-project/fugue | pandas | 426 | [FEATURE] Consider adding polars backend/frontend? | Polars is a blazingly fast DataFrame with an API that is designed for parallelization and streaming data ( hinting at your blog: https://towardsdatascience.com/why-pandas-like-interfaces-are-sub-optimal-for-distributed-computing-322dacbce43)
Considered exposing it as frontend/backend? On a single machine it will run... | closed | 2023-02-09T15:28:21Z | 2023-02-12T06:29:11Z | https://github.com/fugue-project/fugue/issues/426 | [] | ritchie46 | 2 |
dpgaspar/Flask-AppBuilder | flask | 1,441 | Unable to find doc on how to run sample, and populate testdata | ### Environment
MAC
Flask-Appbuilder version:
Latest commit eb7235f on Apr 16, 2019
pip freeze output:
### Describe the expected results
Tell us what should happen.
I expected this would run, and load test data:
```python
masterdetailproject % python testdata.py
```
### Describe the actual result... | closed | 2020-07-17T20:31:51Z | 2020-07-19T21:35:15Z | https://github.com/dpgaspar/Flask-AppBuilder/issues/1441 | [] | valhuber | 1 |
Gozargah/Marzban | api | 1,655 | Feature title | **Is your feature request related to a problem? Please describe.**
A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
**Describe the solution you'd like**
A clear and concise description of what you want to happen.
**Describe alternatives you've considered**
A clear and conci... | closed | 2025-02-15T07:00:02Z | 2025-02-15T07:13:18Z | https://github.com/Gozargah/Marzban/issues/1655 | [] | htesadeghi | 0 |
CorentinJ/Real-Time-Voice-Cloning | pytorch | 1,239 | Error OutOfMemoryError | . | closed | 2023-08-07T18:10:20Z | 2023-08-07T18:14:30Z | https://github.com/CorentinJ/Real-Time-Voice-Cloning/issues/1239 | [] | Soosaaas | 0 |
huggingface/transformers | tensorflow | 36,548 | Facing issue while getting model from Rag,pretrained | **Code**
`# Initialize the tokenizer and model
model_name = "facebook/rag-token-nq"
tokenizer = RagTokenizer.from_pretrained(model_name)
model = RagTokenForGeneration.from_pretrained(model_name)
# Initialize the retriever
retriever = RagRetriever.from_pretrained(model_name)
# Tokeniza... | open | 2025-03-05T03:18:44Z | 2025-03-05T03:18:44Z | https://github.com/huggingface/transformers/issues/36548 | [] | MAHESH18TECH | 0 |
deepfakes/faceswap | machine-learning | 1,184 | I meet an issue at "import win32console" | I meet a problem at "import win32console". It reports an error:
ImportError: DLL load failed while importing win32console
So I try to add "import pywintypes" at the file faceswap.py and solve this probem. | closed | 2021-10-01T08:19:45Z | 2021-11-09T12:38:58Z | https://github.com/deepfakes/faceswap/issues/1184 | [] | ZOMIN28 | 1 |
jina-ai/clip-as-service | pytorch | 322 | How can I use this architecture to other model service like GPT? | **Prerequisites**
> Please fill in by replacing `[ ]` with `[x]`.
* [x ] Are you running the latest `bert-as-service`?
* [ x] Did you follow [the installation](https://github.com/hanxiao/bert-as-service#install) and [the usage](https://github.com/hanxiao/bert-as-service#usage) instructions in `README.md`?
* [ x... | open | 2019-04-16T11:39:00Z | 2019-07-26T13:16:00Z | https://github.com/jina-ai/clip-as-service/issues/322 | [] | zhouxincheng | 1 |
miguelgrinberg/Flask-Migrate | flask | 89 | Allow initialialization with just db and app later | Currently the `Migrate` extension class allows you to instantiate it with just a `db` and no `app`, but in that case it just throws it away as if it was never provided. https://github.com/miguelgrinberg/Flask-Migrate/blob/master/flask_migrate/__init__.py#L29
Do you think it would make sense to allow supplying the `db`... | closed | 2015-11-12T14:48:29Z | 2016-02-24T00:50:06Z | https://github.com/miguelgrinberg/Flask-Migrate/issues/89 | [] | johtso | 6 |
sepandhaghighi/samila | matplotlib | 176 | Rotation | #### Description
In some cases, we need to rotate pictures yielding more exciting images.
#### Steps/Code to Reproduce
```python
g = GenerativeImage()
g.generate()
g.plot(rotation=45)
```
#### Expected Behavior
Return a rotated version of the picture, something like the below:
 [scx6001@paraai-n32-h-01-ccs-master-1 gym]$ pip list
Package Version
-----... | closed | 2024-04-16T15:10:24Z | 2024-09-25T10:01:07Z | https://github.com/Farama-Foundation/Gymnasium/issues/1025 | [
"question"
] | zhoujingyu13687306871 | 1 |
tqdm/tqdm | jupyter | 872 | more succinct traceback for missing ipywidgets ('IProgress' Name Error) | - [ ] I have marked all applicable categories:
+ [ ] exception-raising bug
+ [] visual output bug
+ [ ] documentation request (i.e. "X is missing from the documentation." If instead I want to ask "how to use X?" I understand [StackOverflow#tqdm] is more appropriate)
+ [ ] new feature request
- [X] ... | closed | 2019-12-23T13:04:26Z | 2020-06-28T22:25:09Z | https://github.com/tqdm/tqdm/issues/872 | [
"question/docs ‽",
"to-merge ↰",
"p2-bug-warning ⚠",
"submodule-notebook 📓"
] | OlavRab | 11 |
albumentations-team/albumentations | deep-learning | 2,420 | [Feature request] Add apply_to_images to PlankianJitter | open | 2025-03-11T01:12:09Z | 2025-03-11T01:12:16Z | https://github.com/albumentations-team/albumentations/issues/2420 | [
"enhancement",
"good first issue"
] | ternaus | 0 | |
arogozhnikov/einops | numpy | 50 | [Feature suggestion] Operations on elements of a dimension | Hello, I'm just throwing an idea,
I'm not sure it fits in the scope of Einops, and it will probably require a lot of work, but I think it would be useful:
What about allowing to manipulate elements along a dimension, like for example the r,g,b channels of an image ?
I could imagine a syntax that would look like th... | closed | 2020-07-23T13:57:15Z | 2022-11-09T00:07:32Z | https://github.com/arogozhnikov/einops/issues/50 | [
"feature suggestion"
] | remisphere | 5 |
kaliiiiiiiiii/Selenium-Driverless | web-scraping | 54 | [OSX] TimeoutError: driver.quit() | TimeoutError on MacOS when quitting driver:
```
Traceback (most recent call last):
File "/Users/srichards/.pyenv/versions/3.11.1/lib/python3.11/site-packages/selenium_driverless/webdriver.py", line 434, in quit
check_timeout(start, timeout)
File "/Users/srichards/.pyenv/versions/3.11.1/lib/python3.11/si... | closed | 2023-09-16T07:37:49Z | 2023-10-04T20:24:31Z | https://github.com/kaliiiiiiiiii/Selenium-Driverless/issues/54 | [
"bug",
"dev"
] | srichards2103 | 6 |
PaddlePaddle/models | computer-vision | 4,814 | 训练nextvlad模型,Hit@1不会变化 | 用models/PaddleCV/video/里的代码和youtube8m数据集训练nextvlad模型,为啥Hit@1上不去?
[INFO: metrics_util.py: 79]: [TRAIN 2020-08-26 07:54:35] Epoch 10, iter 41910, time 0.24196863174438477, , loss = 2.364186, Hit@1 = 0.08, PERR = 0.88, GAP = 0.93
[INFO: metrics_util.py: 79]: [TRAIN 2020-08-26 07:54:37] Epoch 10, iter 41920, time ... | closed | 2020-08-26T03:44:37Z | 2020-10-30T02:17:37Z | https://github.com/PaddlePaddle/models/issues/4814 | [] | lale314 | 2 |
JaidedAI/EasyOCR | pytorch | 1,304 | Unable to install | I'm not much into python, I get some weird error, looks like I have more than one version so not sure how to run the correct one, here is what I run and the result:
```
python -m pip install --upgrade pip
DEPRECATION: Python 2.7 reached the end of its life on January 1st, 2020. Please upgrade your Python as Python... | open | 2024-09-09T19:58:25Z | 2025-02-19T07:15:50Z | https://github.com/JaidedAI/EasyOCR/issues/1304 | [] | elnath78 | 3 |
netbox-community/netbox | django | 18,428 | Plugin models do not show in event rule object types | ### Deployment Type
Self-hosted
### NetBox Version
v4.1.11
### Python Version
3.11
### Steps to Reproduce
1. Install netbox-secrets
2. Go to Event rule and attempt to find netbox_secrets > secrets
### Expected Behavior
netbox_secrets > secrets must be available in the list
### Observed Behavior
none of the p... | closed | 2025-01-17T18:05:35Z | 2025-01-17T20:27:27Z | https://github.com/netbox-community/netbox/issues/18428 | [] | abhi1693 | 2 |
Farama-Foundation/Gymnasium | api | 1,030 | [Bug Report] Missing `raise` in `EnvSpec._check_can_jsonify()` | ### Describe the bug
While forking the `.envs.registration` module for another project, I noticed that the check in `EnvSpec._check_can_jsonify()` doesn't actually do anything due to a missing `raise`. See https://github.com/Farama-Foundation/Gymnasium/blob/c0aa3d80f6a425560b0a95ceaa4c48d62859be3c/gymnasium/envs/regis... | closed | 2024-04-17T15:00:27Z | 2024-04-18T08:51:34Z | https://github.com/Farama-Foundation/Gymnasium/issues/1030 | [
"bug"
] | troiganto | 1 |
litestar-org/litestar | pydantic | 3,791 | Bug: using a custom jinja Environement seems to bypass a potential template callable | ### Description
if using a custom env like described in https://docs.litestar.dev/2/usage/templating.html#registering-a-custom-template-engine I cannot add template callables, the registration is bypassed
### URL to code causing the issue
_No response_
### MCVE
```python
# Your MCVE code here
```
### Steps to re... | open | 2024-10-14T07:54:33Z | 2025-03-20T15:54:58Z | https://github.com/litestar-org/litestar/issues/3791 | [
"Bug :bug:"
] | euri10 | 1 |
paperless-ngx/paperless-ngx | django | 8,470 | [BUG] Getting '404 Not Found' for url 'http://paperless_gotenberg:3000/forms/chromium/convert/html' from Gotenberg when using eml to pdf conversion | ### Description
I am using a full containers stack (paperless, postgres, redis, gotenberg, tika).
All containers are updated and using the latest versions.
I know there are already reported issues around this error but I made a quite complete troubleshooting and I am pretty sure there is something going wrong.
Wh... | closed | 2024-12-11T11:05:06Z | 2024-12-12T16:08:09Z | https://github.com/paperless-ngx/paperless-ngx/issues/8470 | [
"not a bug"
] | Cartache | 0 |
pytest-dev/pytest-qt | pytest | 68 | Show Qt/PyQt/PySide versions in pytest_report_header | I think it'd be useful to show the Qt/PyQt/PySide versions used in the report header.
For PyQt, this would be:
- `PyQtX.QtCore.QT_VERSION_STR` - Qt version (which PyQt was compiled against)
- `PyQtX.QtCore.qVersion()` - Qt version (runtime)
- `PyQtX.QtCore.PYQT_VERSION_STR` - PyQt version
For PySide, it seems it's:
-... | closed | 2015-08-04T07:31:16Z | 2015-08-06T23:46:24Z | https://github.com/pytest-dev/pytest-qt/issues/68 | [] | The-Compiler | 9 |
falconry/falcon | api | 2,262 | Improve `TestClient` to automatically add `raw_path` to ASGI scope | Thanks to @liborjelinek, the WSGI flavour of the framework does this out of the box as per #2159.
To make things consistent, we ought to add `raw_path` to ASGI scope. | closed | 2024-08-10T06:27:10Z | 2024-12-08T21:12:30Z | https://github.com/falconry/falcon/issues/2262 | [
"good first issue",
"enhancement",
"needs contributor"
] | vytas7 | 0 |
jupyter-book/jupyter-book | jupyter | 1,669 | Issue on page /contribute/intro.html - getting started on Windows | I read getting started but it seems developer oriented.
I read some docs and also saw the video from @choldgraf
I am running on Windows 11 and what I read of the status is that it
works for python 3.7
The support standard is the "last two versions" and current python is 3.10
hence it looks out of date.
I have a ... | open | 2022-03-18T03:48:26Z | 2022-03-18T03:48:28Z | https://github.com/jupyter-book/jupyter-book/issues/1669 | [] | peterennis | 1 |
httpie/cli | rest-api | 825 | Please add option to reformat XML body | ```
$ TERM=xterm-256color http http://localhost:8081/api/grid-service/GridInquiryService/GridInquiry @SOAP.realtime.xml
HTTP/1.1 200 OK
Connection: keep-alive
Content-Length: 921
Content-Type: text/xml;charset=ISO-8859-1
Date: Sun, 29 Dec 2019 10:07:58 GMT
<soap:Envelope xmlns:soap="http://schemas.xmlsoap.org/... | closed | 2019-12-29T10:11:34Z | 2021-08-31T20:49:53Z | https://github.com/httpie/cli/issues/825 | [] | Hubbitus | 4 |
davidsandberg/facenet | tensorflow | 507 | The step of face embedding | Sorry to bother you. As I am just start studying python and Facenet, I have some elementary questions for the code implement. I will be very appreciate if you can help me.
The first question:
I am working on the face clustering. Is the step face detection---face embedding --face clustering/face recognition? Should I ... | closed | 2017-10-29T15:36:46Z | 2018-04-01T21:07:51Z | https://github.com/davidsandberg/facenet/issues/507 | [] | dyshuang | 4 |
ARM-DOE/pyart | data-visualization | 737 | Problem Plotting NEXRAD Velocity and Spectrum Width | It appears that NEXRAD velocity and spectrum width aren't plotting with pyart.graph.RadarDisplay. I checked the example for this at [Py-ART Examples - Plot NEXRAD PPI](https://arm-doe.github.io/pyart/dev/auto_examples/plotting/plot_nexrad_multiple_moments.html) and it looks like the same problem is present there as wel... | closed | 2018-05-14T19:40:53Z | 2022-03-11T15:57:24Z | https://github.com/ARM-DOE/pyart/issues/737 | [
"Docs"
] | ryangooch | 7 |
deepinsight/insightface | pytorch | 1,967 | gender&Age model mem consuption and possible onnx export | Hi,
I am trying old mxnet based ga model . What I saw mxnet consumes almost 4 Gig even context is gpu ! Have you ever came cross like this ?
Is there any export for ageGender model of the old mxnet one ? Or is there any tested better accuracy model than this?
Best
@nttstar | open | 2022-04-08T17:41:31Z | 2022-04-08T17:41:31Z | https://github.com/deepinsight/insightface/issues/1967 | [] | MyraBaba | 0 |
BeanieODM/beanie | asyncio | 470 | [BUG] `save_changes()` doesn't throw an error when document doesn't exists | **Describe the bug**
In 1.11.9 state was changed and always defaults being not None, instead it got a dict with the default values. This causes `check_if_state_saved` to never throw an error.
`save_changes` on a new created document that isn't saved in the database silently does nothing.
**To Reproduce**
```pyt... | closed | 2023-01-05T08:10:15Z | 2023-02-09T15:23:26Z | https://github.com/BeanieODM/beanie/issues/470 | [
"bug"
] | Luc1412 | 9 |
hpcaitech/ColossalAI | deep-learning | 5,974 | [fp8] support amp | Support AMP: FP8 (O1) + BF16 (O2), using current scaling. | closed | 2024-08-07T08:41:49Z | 2024-08-13T06:19:20Z | https://github.com/hpcaitech/ColossalAI/issues/5974 | [] | ver217 | 2 |
huggingface/datasets | tensorflow | 6,538 | ImportError: cannot import name 'SchemaInferenceError' from 'datasets.arrow_writer' (/opt/conda/lib/python3.10/site-packages/datasets/arrow_writer.py) | ### Describe the bug
While importing from packages getting the error
Code:
```
import os
import torch
from datasets import load_dataset, Dataset
from transformers import (
AutoModelForCausalLM,
AutoTokenizer,
BitsAndBytesConfig,
HfArgumentParser,
TrainingArguments,
pipeline,
... | closed | 2023-12-27T13:31:16Z | 2024-01-03T10:06:47Z | https://github.com/huggingface/datasets/issues/6538 | [] | Sonali-Behera-TRT | 15 |
lepture/authlib | django | 422 | Starlette integration does not allow to configure inner client options in straightforward way | A double "client" layers when using Starlette integration is confusing and makes tedious to configure underlying 'real' httpx async client.
A sample code below displays a few problems:
```python
oauth = authlib.integrations.starlette_client.OAuth(config=Config(environ=CONFIG))
client: StarletteRemoteApp = oauth.create... | open | 2022-01-23T10:23:52Z | 2025-02-21T09:00:49Z | https://github.com/lepture/authlib/issues/422 | [
"feature request",
"client"
] | alex-kowalczyk | 1 |
iperov/DeepFaceLab | machine-learning | 668 | белое лицо | в предыдущих версиях DFL программа автоматически адаптировалась к цвету SRC. В настоящее время я делаю новый проект .... в папке SRC, у меня есть только фотографии с ярким лицом, и мое видео DST темное. Я перепробовал все варианты, но это невозможно. есть ли у вас совет? Я также пытаюсь с темными изображениями результа... | closed | 2020-03-22T15:03:26Z | 2020-03-23T08:38:38Z | https://github.com/iperov/DeepFaceLab/issues/668 | [] | capsmanofficial | 0 |
huggingface/transformers | machine-learning | 36,110 | Add Deepseek-VL | ### Model description
Deepseek-VL:
- [paper](https://arxiv.org/abs/2403.05525)
- [code](https://github.com/deepseek-ai/DeepSeek-VL/)
- [weights](https://huggingface.co/collections/deepseek-ai/deepseek-vl-65f295948133d9cf92b706d3)
### Open source status
- [ ] The model implementation is available
- [ ] The model w... | open | 2025-02-10T09:34:50Z | 2025-02-10T09:34:50Z | https://github.com/huggingface/transformers/issues/36110 | [
"New model"
] | ArthurZucker | 0 |
predict-idlab/plotly-resampler | data-visualization | 197 | Look into using pydantic | pydantic might be really great to
1. enhance the code readability (now we just type everything as a dict(
2. allow for validation
This issue stems from https://github.com/predict-idlab/plotly-resampler/pull/154#discussion_r1148852693 | open | 2023-04-20T08:32:17Z | 2023-04-20T08:32:17Z | https://github.com/predict-idlab/plotly-resampler/issues/197 | [
"enhancement"
] | jvdd | 0 |
TheAlgorithms/Python | python | 11,756 | Consolidating LCS and LIS Algorithm Implementations into a Single File | ### Feature description
Hello
I would like to work on this issue and consolidate the algorithms for **Longest Common Subsequence (LCS)** and **Longest Increasing Subsequence (LIS)** into one file. Could you please assign this issue to me? I am excited to contribute and will ensure the file is well-organized with c... | open | 2024-10-04T16:19:16Z | 2024-10-17T05:54:36Z | https://github.com/TheAlgorithms/Python/issues/11756 | [
"enhancement"
] | kxhitz | 3 |
paperless-ngx/paperless-ngx | django | 8,723 | [BUG] Custom field cannot be reassigned | ### Description
The custom field "**Garantie bis**" was assigned to a document and filled in.
I have now deleted this using the "bulk function".
The field is no longer assigned in the preview either. See here:

If I g... | closed | 2025-01-14T12:05:52Z | 2025-01-20T15:30:07Z | https://github.com/paperless-ngx/paperless-ngx/issues/8723 | [
"bug",
"backend"
] | OSch24 | 22 |
deezer/spleeter | deep-learning | 741 | Windows 10 - I can't run the tests with 'poetry run pytest tests/' | <!-- Please respect the title [Discussion] tag. -->
Hello all,
I've tried everything I can - different python versions, fresh environments, etc. but I can't get the tests to run from the command line. Can anyone give me some suggestions, based upon this output? I would super appreciate it.
(py3812) C:\Python\sp... | open | 2022-03-18T07:02:50Z | 2022-03-18T10:59:16Z | https://github.com/deezer/spleeter/issues/741 | [
"question"
] | robertmckean | 1 |
ultralytics/yolov5 | machine-learning | 13,080 | Error I encountered during training on Colab | ### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no similar questions.
### Question
I'm getting an error when I run this code block:
!python train.py --img 640 --batch 16 -... | closed | 2024-06-11T09:38:25Z | 2024-07-22T00:24:32Z | https://github.com/ultralytics/yolov5/issues/13080 | [
"question",
"Stale"
] | FatmaDikmen | 2 |
facebookresearch/fairseq | pytorch | 5,527 | Bug in TokenBlockDataset causing potential CUDA OOM due to incorrect size casting | **Description:**
When initializing an object of `TokenBlockDataset`, the sizes of data blocks (`_sizes`) are cast to `np.uint16` or np.uint32 based on `block_size`. However, this casting leads to potential issues later in the code:
**Note:**
Though this is an edge case that requires a very long sentence, it is i... | open | 2024-07-21T15:41:24Z | 2024-07-21T15:41:24Z | https://github.com/facebookresearch/fairseq/issues/5527 | [] | YuvalRingel | 0 |
jacobgil/pytorch-grad-cam | computer-vision | 147 | Getting error when using Densenet: 'Output 0 of BackwardHookFunctionBackward is a view and is being modified inplace' | Hello first I want to say amazing work, your code worked great on my resnet model!
Now i'm trying to get the Cam of a densenet121 model (using layer: model.features[-1]) but I'm getting an error:
```
File "/densenet_model.py", line 64, in test_cam
cam_mask = cam(input_tensor=image.unsqueeze(0))
File "/usr/... | closed | 2021-10-13T11:07:43Z | 2022-11-17T01:22:24Z | https://github.com/jacobgil/pytorch-grad-cam/issues/147 | [] | kopop8 | 5 |
pydantic/pydantic-settings | pydantic | 394 | BaseSettings raises `TypeError` for set/frozenset config attributes in 2.5.0 | After updating to pydantic-settings 2.5.0, I found that setting a attribute of a BaseSettings class to `frozenset[str]` or `set[str]` would raise `TypeError: issubclass() arg 1 must be a class`, which looks to have been introduced in [this commit](https://github.com/pydantic/pydantic-settings/commit/8fb9abb29db80a2f442... | closed | 2024-09-11T07:30:07Z | 2024-09-11T09:10:14Z | https://github.com/pydantic/pydantic-settings/issues/394 | [
"duplicate"
] | daara-s | 6 |
pytest-dev/pytest-qt | pytest | 509 | Problem when testing QHttpServer | Hi,
I've got a fairly standard PySide6 window which starts a `QHttpServer` on a button press. It works well when I manually run it but I when running under pytest-qt the server never replies (as if the event loop is stuck).
I don't know if it's something I could easily adjust or maybe I'm just holding it wrong.
... | closed | 2023-07-20T11:17:00Z | 2023-12-04T12:58:01Z | https://github.com/pytest-dev/pytest-qt/issues/509 | [
"question :question:"
] | wiktor-k | 4 |
biolab/orange3 | pandas | 6,151 | "Statistics" output of Feature statistics is inconsistent |
**What's wrong?**
For categorical variables, Feature Statistics determines the Mode as the central tendency and puts it in the Median column. That's OK with me, although it could be described a bit better in the help popup. A separate Mode column would even be better.
But if I want to put the feature statistics in ... | closed | 2022-09-29T12:06:42Z | 2022-10-14T13:50:31Z | https://github.com/biolab/orange3/issues/6151 | [
"wish"
] | wvdvegte | 2 |
plotly/dash-html-components | dash | 71 | All PropTypes are 'string' | A detail I noticed with the property validation PR is that _all_ properties that are not `n_click`, `n_click_timestamp` and `children` in `dash-html-components` are strings.
Some HTML `props` sort of behave like they are booleans, numbers, ect. and are transparently serialized to a string. For example, `Details.open... | closed | 2018-09-27T01:17:50Z | 2018-10-18T19:25:38Z | https://github.com/plotly/dash-html-components/issues/71 | [] | rmarren1 | 5 |
ultralytics/yolov5 | machine-learning | 12,814 | training fails converting Objects365 validation labels | ### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no similar questions.
### Question
I want to train YoloV5 with the Objects365 dataset. The training set download and convers... | closed | 2024-03-11T18:56:58Z | 2024-10-20T19:41:26Z | https://github.com/ultralytics/yolov5/issues/12814 | [
"question",
"Stale"
] | chang-1 | 3 |
desec-io/desec-stack | rest-api | 619 | Login Credentials Gone upon Navigation | from https://talk.desec.io/t/login-session-expires-when-navigating-the-site/468:
> When logged in on the [desec.io](http://desec.io/) site, and i navigate to some of the other menus, and when i return to the DNS overview, i am no longer logged in. Thats very annoying when i have to login every time i navigate somewh... | closed | 2022-08-13T08:28:54Z | 2024-10-07T17:00:10Z | https://github.com/desec-io/desec-stack/issues/619 | [
"bug",
"prio: medium",
"easy",
"gui"
] | nils-wisiol | 3 |
gradio-app/gradio | machine-learning | 10,412 | `gradio.exceptions.Error` with the message `'This should fail!'` in Gradio Warning Doc | ### Describe the bug
An error occurs when clicking the "Trigger Failure" button on the [Gradio Warning Demos](https://www.gradio.app/docs/gradio/warning#demos) page. The error traceback indicates a failure in the process_events function, which raises a `gradio.exceptions.Error` with the message `'This should fail!'`.
... | open | 2025-01-23T03:03:31Z | 2025-01-23T04:28:20Z | https://github.com/gradio-app/gradio/issues/10412 | [
"bug",
"docs/website"
] | 1chooo | 0 |
horovod/horovod | pytorch | 3,656 | Do we have to pass experimental_run_tf_function = False for model.compile() | So I am using tensorflow 2.7.1 with a keras model to train a model on 2 VMs (1 GPU each).
I am confused if I am supposed to pass experimental_run_tf_function = False for model.compile() before calling model.fit().
I looked at the tf.keras.Model API and the .compile() function does not have a experimental_run_tf_f... | closed | 2022-08-15T21:37:42Z | 2022-11-09T11:10:43Z | https://github.com/horovod/horovod/issues/3656 | [
"wontfix"
] | bluepra | 2 |
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