MEETING SUMMARY

提供商knkarthick
分类summarization
许可证apache-2.0
下载量41.3K
星标0

简介

MEETING SUMMARY 是一款专注于会议纪要提炼的轻量化摘要模型。它针对会议对话场景进行了优化,能够将冗长的讨论记录快速转化为结构清晰的要点总结。对于经常需要处理会议录音转文字、整理周报或同步项目进度的开发者和职场用户来说,它提供了一个高效的自动化方案。该模型基于 Apache-2.0 协议开源,上手门槛低,可以轻松集成到企业内部的知识管理工具或办公自动化流水线中,替代繁琐的人工整理工作。

核心亮点

  • 专注会议场景,高效提取对话核心要点
  • Apache-2.0 协议,企业级集成无压力
  • 大幅降低人工整理会议纪要的时间成本
  • 轻量化设计,易于部署在办公自动化流中

使用方法

安装依赖
# 安装 Hugging Face transformers
pip install transformers torch
SDK 使用
# 使用 transformers 加载模型
from transformers import AutoModel, AutoTokenizer

model = AutoModel.from_pretrained("knkarthick/MEETING_SUMMARY")
tokenizer = AutoTokenizer.from_pretrained("knkarthick/MEETING_SUMMARY")

Hugging Face 下载

我们推荐使用命令行或者 Hugging Face Hub SDK 来进行模型的下载。

操作指引:在下载前,请先通过如下命令安装 huggingface_hub:

操作指引
pip install -U huggingface_hub

命令行下载

下载完整模型库

下载完整模型库
huggingface-cli download knkarthick/MEETING_SUMMARY

下载单个文件到指定本地文件夹(以下载 config.json 到当前路径下 ./dir 目录为例)

下载单个文件到指定本地文件夹(以下载 config.json 到当前路径下 ./dir 目录为例)
huggingface-cli download knkarthick/MEETING_SUMMARY config.json --local-dir ./dir

更多命令行下载选项,可参见官方文档

SDK 下载

SDK 下载
# 模型下载
from huggingface_hub import snapshot_download
model_dir = snapshot_download('knkarthick/MEETING_SUMMARY')

Git 下载

请确保 lfs 已经被正确安装

Git 下载
git lfs install
git clone https://huggingface.co/knkarthick/MEETING_SUMMARY

如果您希望跳过 lfs 大文件下载,可以使用如下命令

跳过 LFS
GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/knkarthick/MEETING_SUMMARY

模型文件托管在 Hugging Face Hub,使用 HF CLI / SDK / Git 直接下载,不经过本站。

PyTorch / Transformers 使用

安装 Transformers

安装 Transformers
pip install -U transformers torch

模型加载和推理

模型加载和推理
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained('knkarthick/MEETING_SUMMARY')
tokenizer = AutoTokenizer.from_pretrained('knkarthick/MEETING_SUMMARY')

完整文档

来源: HuggingFace

---
language: en
license: apache-2.0
tags:

  • bart

  • seq2seq

  • summarization

datasets:
  • cnndaily/newyorkdaily/xsum/samsum/dialogsum/AMI

metrics:
  • rouge

widget:
  • text: 'Hi, I''m David and I''m supposed to be an industrial designer. Um, I just

got the project announcement about what the project is. Designing a remote control.
That''s about it, didn''t get anything else. Did you get the same thing? Cool.
There''s too much gear. Okay. Can''t draw. Um. Yeah. Um, well anyway, I don''t
know, it''s just the first animal I can think off the top of my head. Um. Yes.
Big reason is ''cause I''m allergic to most animals. Allergic to animal fur, so
um fish was a natural choice. Um, yeah, and I kind of like whales. They come in
and go eat everything in sight. And they''re quite harmless and mild and interesting.
Tail''s a bit big, I think. It''s an after dinner dog then. Hmm. It does make
sense from maybe the design point of view ''cause you have more complicated characters
like European languages, then you need more buttons. So, possibly. Hmm. Yeah.
And you keep losing them. Finding them is really a pain, you know. I mean it''s
usually quite small, or when you want it right, it slipped behind the couch or
it''s kicked under the table. You know. Yep. Mm-hmm. I think one factor would
be production cost. Because there''s a cap there, so um depends on how much you
can cram into that price. Um. I think that that''s the main factor. Cool.

Okay. Right. Um well this is the kick-off meeting for our our project. Um and
um this is just what we''re gonna be doing over the next twenty five minutes.
Um so first of all, just to kind of make sure that we all know each other, I''m
Laura and I''m the project manager. Do you want to introduce yourself again? Okay.
Great. Okay. Um so we''re designing a new remote control and um Oh I have to record
who''s here actually. So that''s David, Andrew and Craig, isn''t it? And you all
arrived on time. Um yeah so des uh design a new remote control. Um, as you can
see it''s supposed to be original, trendy and user friendly. Um so that''s kind
of our our brief, as it were. Um and so there are three different stages to the
design. Um I''m not really sure what what you guys have already received um in
your emails. What did you get? Mm-hmm. Is that what everybody got? Okay. Um. So
we''re gonna have like individual work and then a meeting about it. And repeat
that process three times. Um and at this point we get try out the whiteboard over
there. Um. So uh you get to draw your favourite animal and sum up your favourite
characteristics of it. So who would like to go first? Very good. Mm-hmm. Yeah.
Yeah. Right. Lovely. Right. You can take as long over this as you like, because
we haven''t got an awful lot to discuss. Ok oh we do we do. Don''t feel like you''re
in a rush, anyway. Ach why not We might have to get you up again then. I don''t
know what mine is. I''m gonna have to think on the spot now. Is that a whale?
Ah. Okay. God, I still don''t know what I''m gonna write about. Um. I was gonna
choose a dog as well. But I''ll just draw a different kind of dog. M my favourite
animal is my own dog at home. Um That doesn''t really look like him, actually.
He looks more like a pig, actually. Ah well. Do you? Oh that''s very good of you.
Uh. Um he''s a mixture of uh various things. Um and what do I like about him,
um That''s just to suggest that his tail wags. Um he''s very friendly and cheery
and always pleased to see you, and very kind of affectionate and um uh and he''s
quite quite wee as well so you know he can doesn''t take up too much space. Um
and uh And he does a funny thing where he chases his tail as well, which is quite
amusing, so It is. I think it is. He only does it after he''s had his dinner and
um he''ll just all of a sudden just get up and start chasing his tail ''round
the living room. Yeah, so uh Yeah, maybe. Maybe. Right, um where did you find
this? Just down here? Yeah. Okay. Um what are we doing next? Uh um. Okay, uh we
now need to discuss the project finance. Um so according to the brief um we''re
gonna be selling this remote control for twenty five Euro, um and we''re aiming
to make fifty million Euro. Um so we''re gonna be selling this on an international
scale. And uh we don''t want it to cost any more than uh twelve fifty Euros, so
fifty percent of the selling price. Sure. All together. Um I dunno. I imagine
That''s a good question. I imagine it probably is our sale actually because it''s
probably up to the the um the retailer to uh sell it for whatever price they want.
Um. But I I don''t know, I mean do you think the fact that it''s going to be sold
internationally will have a bearing on how we design it at all? Think it will?
Um. Hmm. Oh yeah, regions and stuff, yeah. Yeah. Okay. Yeah. Well for a remote
control, do you think that will be I suppose it''s depends on how complicated
our remote control is. Yeah, yeah. Okay. What, just like in terms of like the
wealth of the country? Like how much money people have to spend on things like?
Aye, I see what you mean, yeah. Marketing. Good marketing thoughts. Oh gosh, I
should be writing all this down. Um. Mm. Yeah. Yeah, yeah. Like how much does,
you know, a remote control cost. Well twenty five Euro, I mean that''s um that''s
about like eighteen pounds or something, isn''t it? Or no, is it as much as that?
Sixteen seventeen eighteen pounds. Um, I dunno, I''ve never bought a remote control,
so I don''t know how how good a remote control that would get you. Um. But yeah,
I suppose it has to look kind of cool and gimmicky. Um right, okay. Let me just
scoot on ahead here. Okay. Um well d Does anybody have anything to add to uh to
the finance issue at all? Thin No, actually. That would be useful, though, wouldn''t
it, if you knew like what your money would get you now. Mm-hmm. Yeah, yeah. Oh.
Five minutes to end of meeting. Oh, okay. We''re a bit behind. Yeah. Right, so
do you think that should be like a main design aim of our remote control d you
know, do your your satellite and your regular telly and your V_C_R_ and everything?
Mm-hmm. Yeah. Or even like, you know, notes about um what you wanna watch. Like
you might put in there oh I want to watch such and such and look a Oh that''s
a good idea. So extra functionalities. Mm-hmm. Hmm. Um okay, uh I''d wel we''re
gonna have to wrap up pretty quickly in the next couple of minutes. Um I''ll just
check we''ve nothing else. Okay. Um so anything else anybody wants to add about
what they don''t like about remote controls they''ve used, what they would really
like to be part of this new one at all? You keep losing them. Okay. Yeah. W You
get those ones where you can, if you like, whistle or make a really high pitched
noise they beep. There I mean is that something we''d want to include, do you
think? Dunno. Okay maybe. My goodness. Still feels quite primitive. Maybe like
a touch screen or something? Okay. Uh-huh, okay. Well I guess that''s up to our
industrial designer. It looks better. Yeah. Okay. Okay. Right, well um so just
to wrap up, the next meeting''s gonna be in thirty minutes. So that''s about um
about ten to twelve by my watch. Um so inbetween now and then, um as the industrial
designer, you''re gonna be working on you know the actual working design of it
so y you know what you''re doing there. Um for user interface, technical functions,
I guess that''s you know like what we''ve been talking about, what it''ll actually
do. Um and uh marketing executive, you''ll be just thinking about what it actually
what, you know, what requirements it has to has to fulfil and you''ll