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Channel

yihong0618 和朋友们的频道

@hyi0618

On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry

9,428subscribers

+278 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 3,162–10,000.

Register entry

Telegram ID-1001833253016
TypeChannel
Username@hyi0618
Descriptionyihong0618 和朋友们的频道
CreatedBetween 1 October 2022 and 30 September 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live5 November 2026
Measurements held26
Confirmed unchanged1 time, most recently 5 November 2026
On Telegramt.me/hyi0618

Topic

Technology — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 11 September 2026 and assigned it the closest of 31 fixed categories, at 100% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and the other topics.

Growth

9,1479,4369,291.56 August 2026 — 9,150 subscribers6 August 2026 — 9,150 subscribers6 August 2026 — 9,147 subscribers9 August 2026 — 9,151 subscribers11 August 2026 — 9,155 subscribers15 August 2026 — 9,176 subscribers18 August 2026 — 9,186 subscribers22 August 2026 — 9,181 subscribers25 August 2026 — 9,169 subscribers27 August 2026 — 9,172 subscribers30 August 2026 — 9,332 subscribers3 September 2026 — 9,436 subscribers8 September 2026 — 9,430 subscribers12 September 2026 — 9,429 subscribers16 September 2026 — 9,420 subscribers30 September 2026 — 9,400 subscribers7 October 2026 — 9,402 subscribers13 October 2026 — 9,422 subscribers16 October 2026 — 9,419 subscribers19 October 2026 — 9,416 subscribers22 October 2026 — 9,411 subscribers25 October 2026 — 9,415 subscribers28 October 2026 — 9,407 subscribers30 October 2026 — 9,406 subscribers2 November 2026 — 9,419 subscribers5 November 2026 — 9,428 subscribers9,4286 August 20265 November 2026
26 measurements spanning 91 days, net +278. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 9,104–9,479 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 26
Measured (UTC)SubscribersChange
5 Nov 2026, 05:259,428+9
2 Nov 2026, 14:389,419+13
30 Oct 2026, 21:369,406-1
28 Oct 2026, 04:179,407-8
25 Oct 2026, 03:069,415+4
22 Oct 2026, 11:459,411-5
19 Oct 2026, 14:379,416-3
16 Oct 2026, 04:479,419-3
13 Oct 2026, 04:579,422+20
7 Oct 2026, 06:379,402+2
30 Sept 2026, 16:429,400-20
16 Sept 2026, 05:219,420-9
12 Sept 2026, 09:429,429-1
8 Sept 2026, 12:599,430-6
3 Sept 2026, 09:569,436+104
30 Aug 2026, 19:159,332+160
27 Aug 2026, 22:379,172+3
25 Aug 2026, 05:389,169-12
22 Aug 2026, 08:059,181-5
18 Aug 2026, 22:059,186first reading

Engagement

326 posts held, back to 4 August 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 39 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
7.72%
avg views ÷ 9,428 subscribers
Avg views / post
728
44 posts measured
Reaction rate
1.14%
reactions ÷ views · ER floor
Posts in window
44
of 326 held

ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.

ER is defined industry-wide as (forwards + reactions + comments) ÷ views — note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate. It is computed over the 26 of 44 measured posts that carry a reaction reading, and over those same posts' views.

What these figures were computed from
WindowRolling 30 days · latest post in window 6 November 2026
Posts held326 (4 August 2026 – 6 November 2026)
Views total32,035
Reactions total215
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken6 Nov 2026, 22:10 UTC

Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.

Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.

Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.

What this channel posts

Photos
≈5,010
Videos
≈243
Links
≈8,060

Lifetime counters from Telegram’s own channel header, read 6 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.

Video runtime
5s
Average length
5s

Measured directly from 1 video with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.

Reaction mix

892 reactions across 123 posts, in 31 distinct kinds. The most used accounts for 21.2% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
😁18921.2%
👍13815.5%
❤9610.8%
🤣9410.5%
🥰778.63%
🌚626.95%
🔥414.60%
😢273.03%
🐳252.80%
🤔222.47%
😭202.24%
🙏202.24%
🍾121.35%
🏆101.12%
💯70.785%
🤓70.785%
😱60.673%
🙉60.673%
🤯60.673%
👀40.448%
11 further kinds232.58%

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 132 of the 326 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 908 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 326 most recent posts we hold, published 4 August 2026 to 6 November 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Recent posts

Telegram’s own ‘edited’ marker: 0 of 44 posts held from the last 30 days (0%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

6 Nov 2026, 02:16 UTC560 views6 reactionsread 6 November 2026
Photo

🚨OpenSSH 紧急修复严重漏洞:超长密码可绕过认证登录 Alpine 服务器 11 月 6 日,据 The Hacker News 报道,OpenSSH 于 11 月 5 日发布 10.6p2 紧急修复一个被评为严重级别的认证绕过漏洞:攻击者只需知道账号名并提交 257 至 1024 字节的超长密码,即可登录 Alpine Linux 上未设密码的账号,包括仅用密钥登录的账号。 漏洞源于 musl 的 crypt() 对超过 256 字节的密码返回错误标记“*”,与未设密码账号存储的“*”恰好一致,sshd 遂放行登录。Alpine 默认的 openssh-server 不带 PAM 且默认开启密码登录,root 自约 3.16 版起即为“*”字段;3.18.11 至 3.24.3 的官方云镜像中 alpine 用户还可免密码 doas 提权至 root。glibc 系统、经 PAM 校验的系统与 Dropbear 不受…

👍5🔥1

6 Nov 2026, 01:37 UTC582 views1 reactionsread 6 November 2026
Photo

最近作息完全乱了,早上6点起来写点字继续睡

👍1

6 Nov 2026, 01:04 UTC622 viewsread 6 November 2026
Photo

今天的起床时间是--2026-11-06 09:02:59。 起床啦。 今天是今年的第 310 天。 ████████████████░░░░ 84.9% (310/365) 今日 LeetCode 面试经典 150 🟡 中等题: 71. Simplify Path Run: • 昨天没跑 • 本月跑了 3.51 公里 • 今年跑了 830.2 公里 今天选读: • #mark #mark https://thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/ 链接: • https://telegram.me?q=%23mark • https://thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/ 今日城市 🏙️:浙江省·温州(已探索 224/…

Signed yihong0618_bot

5 Nov 2026, 08:30 UTC874 views23 reactionsread 6 November 2026

DeepSeek 4.1 flash 1017 含金量有多高呢?这大概率是最后一个没移除安全能力的开放权重的强模型了。

🐳23

5 Nov 2026, 07:02 UTC716 viewsread 6 November 2026
Forwarded from @hatschannel

Kimi K3.1 Pro 权重已开源 *本次开源版已剔除网络安全相关能力 *与 Kimi K3 相比,K3.1 Pro 使用 Gated DeepSeek Sparse Attention (Gated DSA) 层替换了传统的全注意力 Gated MLA 层,以实现更高效的长上下文表现能力。 https://huggingface.co/moonshotai/Kimi-K3.1-Pro

5 Nov 2026, 04:22 UTC751 views20 reactionsread 6 November 2026
Forwarded from @ziyao233channelPhoto

十年开源无人问,一朝下海天下知

🔥18❤1🤔1

5 Nov 2026, 02:43 UTC810 viewsread 6 November 2026

花开满园春意浓 叔辈风流话正通 是非何必太较真 傻气也是一种真 逼格不高随心走

Showing the 12 most recent of 326 posts we hold for @hyi0618. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Forward network

Republishes

Channels on the register whose posts this channel has forwarded.

Frost's Notes
@fming_weekly · 1,426
7 posts
单线程大摆锤
@repsiace · 786
7 posts
张晋涛的 TIL
@moelove9020 · 2,024
6 posts
普拉姆的胡言乱语
@plumzme · 762
5 posts
Bboysoul的博客
@bboyapp · 1,880
4 posts
米国鲨鱼波黑农田🇧🇦
@edward_channel · 429
4 posts
Cason's life
@CasonKervis · 198
3 posts
Hey EpLiar
@EpLiarChannel · 310
3 posts
codedump的电报频道
@codedump_notes · 5,534
3 posts
Dante's Limbo
@danteslimbo · 665
3 posts
螺莉莉的黑板报
@im_RORIRI · 3,986
3 posts
Reorx’s Forge
@reorx_share · 3,188
3 posts
今天abc看了啥🤔
@abcthoughts · 7,132
2 posts
APPDO的互联网记忆
@appdopic · 16,893
2 posts
知止
@ciceros_self_talk · 199
2 posts
HAT's Public Channel | 🫪
@hatschannel · 3,871
2 posts
胡乱涂抹
@letsbrush · 55
2 posts
Arcadia
@ningxueye · 390
2 posts
Oilbeater 的自习室
@oilbeater_studyroom · 1,128
2 posts
Steven 的摸鱼日记
@stv_diary · 630
2 posts
Xuanwo's Tweets
@xuanwo_tweets · 1,163
2 posts
Hacker News
@yahnc · 2,641
2 posts
Manjusaka 的碎碎念(以及摇曳露营 S4 2027 放送予定)
@ManjusakaH · 1,694
1 post
喵喵小喵喵
@MeowMiniMeow · 1,403
1 post
追尾游戏热点
@Vwyxrd · 4,276
1 post
新蛤社
@XinHaNewsAgency · 7,938
1 post
Limboy's Secret Garden
@by_limboy · 579
1 post
Catoverflow@Reserve
@c_res · 385
1 post
朋友们和张慧
@dinahzhang · 427
1 post
Easton Man's Channel
@easton_channel · 932
1 post
C’s Random Collection
@foreseaz_collection · 335
1 post
一任阶前点滴到天明
@hearrain · 422
1 post
游山打猎·读记日本
@horseim · 1,873
1 post
Hyoban 的旅行日记
@hyoban_travel · 147
1 post
不存在的世界
@illusory_world · 11,110
1 post
查询精神状态
@laike9m_ch · 843
1 post
🔥火柴盒🔥
@matchybox · 109
1 post
BennyThink's Blog
@mikuri520 · 12,094
1 post
卡卡大声喵喵
@mmmmmmeowwwww · 876
1 post
高先生的开发碎碎念(能更新一点点)
@mr_gao_it_words · 762
1 post
拾趣
@peekfun · 12,785
1 post
竹新社
@tnews365 · 167,040
1 post
What does MrCroxx read?
@whatdoesmrcroxxread · 156
1 post
开源早报
@zaobaoky · 717
1 post
Ziyao Channel | 二代目
@ziyao233channel · 1,197
1 post

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Mentions

A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 5 November 2026 — this entry's latest reading, not the date you are reading this.

“yihong0618 和朋友们的频道” (@hyi0618), 9,428 subscribers as measured 5 November 2026. Telegram Register, tgregister.com/channel/hyi0618.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.