BTC
BTC
$63,076.01
-1.16%
涨跌箭头
ETH
ETH
$1,866.69
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涨跌箭头
BNB
BNB
$580.50
-1.85%
涨跌箭头
XRP
XRP
$1.06
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涨跌箭头
SOL
SOL
$72.90
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涨跌箭头
TRX
TRX
$0.3279
+0.31%
涨跌箭头
HYPE
HYPE
$51.97
-5.18%
涨跌箭头
DOGE
DOGE
$0.06985
+0.36%
涨跌箭头
ZEC
ZEC
$464.36
+0.88%
涨跌箭头
XMR
XMR
$362.85
+3.65%
涨跌箭头
LINK
LINK
$8.09
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涨跌箭头
XLM
XLM
$0.1709
+0.71%
涨跌箭头
CC
CC
$0.1179
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涨跌箭头
BCH
BCH
$208.40
+0.39%
涨跌箭头
TON
TON
$1.40
+0.55%
涨跌箭头
LTC
LTC
$44.33
-1.42%
涨跌箭头
HBAR
HBAR
$0.06995
+2.67%
涨跌箭头
SHIB
SHIB
$0.0{5}496
+6.90%
涨跌箭头
AVAX
AVAX
$6.33
-1.88%
涨跌箭头
SUI
SUI
$0.6847
-0.44%
涨跌箭头
UNI
UNI
$4.06
-6.94%
涨跌箭头
CRO
CRO
$0.05468
-0.40%
涨跌箭头
NEAR
NEAR
$1.66
+1.03%
涨跌箭头
TAO
TAO
$194.90
+0.62%
涨跌箭头
XAUT
XAUT
$4,041.51
-0.15%
涨跌箭头
ONDO
ONDO
$0.3842
-4.50%
涨跌箭头
BFUSD
BFUSD
$0.999
-0.03%
涨跌箭头
PAXG
PAXG
$4,046.57
-0.15%
涨跌箭头
OKB
OKB
$86.16
+1.01%
涨跌箭头
USDD
USDD
$0.9989
+0.01%
涨跌箭头
ASTER
ASTER
$0.6
+0.00%
涨跌箭头
WLFI
WLFI
$0.054
-0.37%
涨跌箭头
AAVE
AAVE
$91.40
-6.17%
涨跌箭头
M
M
$1.09
-5.45%
涨跌箭头
SKY
SKY
$0.0557
-2.98%
涨跌箭头
MNT
MNT
$0.3926
-0.73%
涨跌箭头
DOT
DOT
$0.766
+0.92%
涨跌箭头
BGB
BGB
$1.64
+0.43%
涨跌箭头
PEPE
PEPE
$0.0{5}275
+0.36%
涨跌箭头
ICP
ICP
$2.07
+0.29%
涨跌箭头
JITOSOL
JITOSOL
$94.10
-0.84%
涨跌箭头
ETC
ETC
$6.62
-0.45%
涨跌箭头
JST
JST
$0.104
-0.02%
涨跌箭头
KCS
KCS
$6.56
-0.91%
涨跌箭头
WLD
WLD
$0.308
+0.52%
涨跌箭头
POL
POL
$0.0726
+0.78%
涨跌箭头
PUMP
PUMP
$0.002155
+6.95%
涨跌箭头
BNSOL
BNSOL
$81.80
-0.85%
涨跌箭头
PI
PI
$0.087
+6.86%
涨跌箭头
U
U
$1.00
-0.03%
涨跌箭头
QNT
QNT
$62.89
+4.59%
涨跌箭头
GT
GT
$6.50
-0.61%
涨跌箭头
MORPHO
MORPHO
$1.97
-0.40%
涨跌箭头
KAS
KAS
$0.02711
-1.60%
涨跌箭头
ALGO
ALGO
$0.0799
+2.04%
涨跌箭头
ENA
ENA
$0.0813
-0.49%
涨跌箭头
JUP
JUP
$0.1923
+0.52%
涨跌箭头
币安人生
币安人生
$0.6228
-2.69%
涨跌箭头
ATOM
ATOM
$1.23
-0.32%
涨跌箭头
STABLE
STABLE
$0.03421
-0.32%
涨跌箭头
FIL
FIL
$0.711
-1.17%
涨跌箭头
FLR
FLR
$0.006222
-0.06%
涨跌箭头
LIT
LIT
$2.05
-6.72%
涨跌箭头
VVV
VVV
$11.80
-1.39%
涨跌箭头
XDC
XDC
$0.02647
+0.95%
涨跌箭头
INJ
INJ
$4.90
+0.80%
涨跌箭头
CAKE
CAKE
$1.41
-4.40%
涨跌箭头
NEXO
NEXO
$0.713
-0.70%
涨跌箭头
ARB
ARB
$0.0783
+2.89%
涨跌箭头
APT
APT
$0.559
-0.71%
涨跌箭头
VET
VET
$0.004744
+0.79%
涨跌箭头
DASH
DASH
$31.27
+4.30%
涨跌箭头
AERO
AERO
$0.4162
-1.12%
涨跌箭头
PENGU
PENGU
$0.005945
-1.70%
涨跌箭头
VIRTUAL
VIRTUAL
$0.546
-2.80%
涨跌箭头
SUN
SUN
$0.01789
-0.28%
涨跌箭头
TRUMP
TRUMP
$1.42
-0.91%
涨跌箭头
FET
FET
$0.1412
+0.07%
涨跌箭头
CRV
CRV
$0.2058
-1.15%
涨跌箭头
NIGHT
NIGHT
$0.01807
-1.04%
涨跌箭头
TIA
TIA
$0.3304
+3.70%
涨跌箭头
LDO
LDO
$0.3354
-7.01%
涨跌箭头
ETHFI
ETHFI
$0.4024
+1.03%
涨跌箭头
GNO
GNO
$105.02
-1.30%
涨跌箭头
SEI
SEI
$0.04146
-0.58%
涨跌箭头
LUNC
LUNC
$0.0{4}4938
+0.06%
涨跌箭头
NFT
NFT
$0.0{6}2689
-0.22%
涨跌箭头
BTT
BTT
$0.0{6}263
+1.39%
涨跌箭头
BSV
BSV
$12.55
-0.87%
涨跌箭头
STX
STX
$0.1361
-0.95%
涨跌箭头
BONK
BONK
$0.0{5}279
+0.72%
涨跌箭头
PENDLE
PENDLE
$1.41
+0.14%
涨跌箭头
DCR
DCR
$13.28
-4.25%
涨跌箭头
PYTH
PYTH
$0.03935
-0.53%
涨跌箭头
MON
MON
$0.02085
-0.29%
涨跌箭头
JTO
JTO
$0.5059
+0.62%
涨跌箭头
ZRO
ZRO
$0.736
+2.36%
涨跌箭头
IMX
IMX
$0.1095
+3.60%
涨跌箭头
CFX
CFX
$0.0419
+3.28%
涨跌箭头
JASMY
JASMY
$0.00439
+1.62%
涨跌箭头
BTC
BTC
$63,076.01
-1.16%
涨跌箭头
ETH
ETH
$1,866.69
-0.88%
涨跌箭头
BNB
BNB
$580.50
-1.85%
涨跌箭头
XRP
XRP
$1.06
-0.69%
涨跌箭头
SOL
SOL
$72.90
-0.80%
涨跌箭头
TRX
TRX
$0.3279
+0.31%
涨跌箭头
HYPE
HYPE
$51.97
-5.18%
涨跌箭头
DOGE
DOGE
$0.06985
+0.36%
涨跌箭头
ZEC
ZEC
$464.36
+0.88%
涨跌箭头
XMR
XMR
$362.85
+3.65%
涨跌箭头
LINK
LINK
$8.09
-2.14%
涨跌箭头
XLM
XLM
$0.1709
+0.71%
涨跌箭头
CC
CC
$0.1179
-0.67%
涨跌箭头
BCH
BCH
$208.40
+0.39%
涨跌箭头
TON
TON
$1.40
+0.55%
涨跌箭头
LTC
LTC
$44.33
-1.42%
涨跌箭头
HBAR
HBAR
$0.06995
+2.67%
涨跌箭头
SHIB
SHIB
$0.0{5}496
+6.90%
涨跌箭头
AVAX
AVAX
$6.33
-1.88%
涨跌箭头
SUI
SUI
$0.6847
-0.44%
涨跌箭头
UNI
UNI
$4.06
-6.94%
涨跌箭头
CRO
CRO
$0.05468
-0.40%
涨跌箭头
NEAR
NEAR
$1.66
+1.03%
涨跌箭头
TAO
TAO
$194.90
+0.62%
涨跌箭头
XAUT
XAUT
$4,041.51
-0.15%
涨跌箭头
ONDO
ONDO
$0.3842
-4.50%
涨跌箭头
BFUSD
BFUSD
$0.999
-0.03%
涨跌箭头
PAXG
PAXG
$4,046.57
-0.15%
涨跌箭头
OKB
OKB
$86.16
+1.01%
涨跌箭头
USDD
USDD
$0.9989
+0.01%
涨跌箭头
ASTER
ASTER
$0.6
+0.00%
涨跌箭头
WLFI
WLFI
$0.054
-0.37%
涨跌箭头
AAVE
AAVE
$91.40
-6.17%
涨跌箭头
M
M
$1.09
-5.45%
涨跌箭头
SKY
SKY
$0.0557
-2.98%
涨跌箭头
MNT
MNT
$0.3926
-0.73%
涨跌箭头
DOT
DOT
$0.766
+0.92%
涨跌箭头
BGB
BGB
$1.64
+0.43%
涨跌箭头
PEPE
PEPE
$0.0{5}275
+0.36%
涨跌箭头
ICP
ICP
$2.07
+0.29%
涨跌箭头
JITOSOL
JITOSOL
$94.10
-0.84%
涨跌箭头
ETC
ETC
$6.62
-0.45%
涨跌箭头
JST
JST
$0.104
-0.02%
涨跌箭头
KCS
KCS
$6.56
-0.91%
涨跌箭头
WLD
WLD
$0.308
+0.52%
涨跌箭头
POL
POL
$0.0726
+0.78%
涨跌箭头
PUMP
PUMP
$0.002155
+6.95%
涨跌箭头
BNSOL
BNSOL
$81.80
-0.85%
涨跌箭头
PI
PI
$0.087
+6.86%
涨跌箭头
U
U
$1.00
-0.03%
涨跌箭头
QNT
QNT
$62.89
+4.59%
涨跌箭头
GT
GT
$6.50
-0.61%
涨跌箭头
MORPHO
MORPHO
$1.97
-0.40%
涨跌箭头
KAS
KAS
$0.02711
-1.60%
涨跌箭头
ALGO
ALGO
$0.0799
+2.04%
涨跌箭头
ENA
ENA
$0.0813
-0.49%
涨跌箭头
JUP
JUP
$0.1923
+0.52%
涨跌箭头
币安人生
币安人生
$0.6228
-2.69%
涨跌箭头
ATOM
ATOM
$1.23
-0.32%
涨跌箭头
STABLE
STABLE
$0.03421
-0.32%
涨跌箭头
FIL
FIL
$0.711
-1.17%
涨跌箭头
FLR
FLR
$0.006222
-0.06%
涨跌箭头
LIT
LIT
$2.05
-6.72%
涨跌箭头
VVV
VVV
$11.80
-1.39%
涨跌箭头
XDC
XDC
$0.02647
+0.95%
涨跌箭头
INJ
INJ
$4.90
+0.80%
涨跌箭头
CAKE
CAKE
$1.41
-4.40%
涨跌箭头
NEXO
NEXO
$0.713
-0.70%
涨跌箭头
ARB
ARB
$0.0783
+2.89%
涨跌箭头
APT
APT
$0.559
-0.71%
涨跌箭头
VET
VET
$0.004744
+0.79%
涨跌箭头
DASH
DASH
$31.27
+4.30%
涨跌箭头
AERO
AERO
$0.4162
-1.12%
涨跌箭头
PENGU
PENGU
$0.005945
-1.70%
涨跌箭头
VIRTUAL
VIRTUAL
$0.546
-2.80%
涨跌箭头
SUN
SUN
$0.01789
-0.28%
涨跌箭头
TRUMP
TRUMP
$1.42
-0.91%
涨跌箭头
FET
FET
$0.1412
+0.07%
涨跌箭头
CRV
CRV
$0.2058
-1.15%
涨跌箭头
NIGHT
NIGHT
$0.01807
-1.04%
涨跌箭头
TIA
TIA
$0.3304
+3.70%
涨跌箭头
LDO
LDO
$0.3354
-7.01%
涨跌箭头
ETHFI
ETHFI
$0.4024
+1.03%
涨跌箭头
GNO
GNO
$105.02
-1.30%
涨跌箭头
SEI
SEI
$0.04146
-0.58%
涨跌箭头
LUNC
LUNC
$0.0{4}4938
+0.06%
涨跌箭头
NFT
NFT
$0.0{6}2689
-0.22%
涨跌箭头
BTT
BTT
$0.0{6}263
+1.39%
涨跌箭头
BSV
BSV
$12.55
-0.87%
涨跌箭头
STX
STX
$0.1361
-0.95%
涨跌箭头
BONK
BONK
$0.0{5}279
+0.72%
涨跌箭头
PENDLE
PENDLE
$1.41
+0.14%
涨跌箭头
DCR
DCR
$13.28
-4.25%
涨跌箭头
PYTH
PYTH
$0.03935
-0.53%
涨跌箭头
MON
MON
$0.02085
-0.29%
涨跌箭头
JTO
JTO
$0.5059
+0.62%
涨跌箭头
ZRO
ZRO
$0.736
+2.36%
涨跌箭头
IMX
IMX
$0.1095
+3.60%
涨跌箭头
CFX
CFX
$0.0419
+3.28%
涨跌箭头
JASMY
JASMY
$0.00439
+1.62%
涨跌箭头
Market
/FIL Price
币种icon
FIL
FIL
No.108
$0.7111
-1.17%
≈$0.71
Market Cap
$1.39B
Cir. Cap
$530.8M
Cir. Supply
746.45M
Cir. Rate
38.1161%
Total Supply
1.96B
Max Supply
2B
24h Volume
$90.4M
24h Vol (BTC)
64.23M
24h Turnover
12.099804%
Market Share
0.03%
Performance
Low
0.71
Range
+0.03%
High
0.73
Listing
$11.47
ATH (2025-10-11)
$237.24
-99.7%
ATL (2021-04-01)
$0.6336
+12.23%
Official
Contract
BSC: 0x0d8c...9ae153
Official
Social
Network
Converter
Chart
Market
About
Price
Cap
K-line
Depth
1 Minute
5 Minutes
15 Minutes
1 Hour
4 Hours
1 Day
TradingView
1H
-0.31%
24H
-1.17%
7D
-1.08%
30D
-8.72%
1Y
-70.26%
All
-93.8%
AI Assistant
FIL下跌原因
FIL资金流向
FIL买卖支撑位
FIL多空比分析
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About FIL
1. What type of cryptocurrency is Filecoin and what is its market position?
Filecoin is a decentralized storage blockchain that stores humanity's most important information. As a top-20 cryptocurrency by market cap, FIL powers a peer-to-peer storage network where users rent unused hard drive space. It is one of the largest decentralized storage networks globally, competing with traditional cloud services.
67%
32%
Bullish
Bearish
Community
Filecoin TL;DR
18h ago
Filecoin Statistics: Network Quality Adjustment Power: 12.87 EiB Block Reward (24 hours): 59,574.75 FIL Total Block Reward: 405,448,656 FIL Reward per Success: 4.25 FIL Average Number of Blocks per TipSet: 4.81 Average Number of Messages per TipSet: 39.78 Number of Active Nodes: 540 Committed Capacity: 187 PiB Data Capacity: 1.27 EiB
367
0
0
42
Filecoin TL;DR
21h ago
The "Export" button only covers one of the eight layers that constitute true data portability. In short: the "Export" button only covers one of the eight layers of data portability. WM Technology paid $2.3 million for unused AWS capacity. Filecoin CID proves the data has not been tampered with, while Onchain Cloud covers the rest. 1/ Illusion Based on the framework built by standard institutions and enterprise architectural practices, the "Export" button only covers one of the eight different layers that constitute true data portability. Most companies stop here, believing the whole problem is solved. 2/ Cost WM Technology, the parent company of Weedmaps, reduced its AWS usage to below the contractual minimum in fiscal year 2025, and therefore set aside $2.3 million in loss reserves, as disclosed in its financial filings. It paid for the capacity it had already optimized for on AWS. 3/ Who Said? Security researcher and author Bruce Schneier wrote on his blog in December 2025, “When you own and control highly intact data storage,” external systems cannot manipulate a company’s perception of its own information. 4/ Where Exports Fail Even complete data exports can fail at layer 5 of the eight-layer framework: verifying that the transmitted bytes have not been tampered with. Most cloud exports lack built-in verification mechanisms, relying entirely on trust in the provider rather than solid evidence. 5/ What Filecoin Addresses The Content Identifier (CID) built into the Filecoin protocol addresses this deficiency. A CID is a cryptographic hash of the data itself, so any file retrieved after any transfer can be compared to the original without relying on any promises from the provider. 6/ Achieving the Goal Portability requires passing all eight layers of verification within the framework. The core of Filecoin Onchain Cloud lies in its identifiers, standard interfaces, and pricing; these are the cornerstones of the company's business, not a seemingly legitimate but actually vulnerable export button. Beyond a simple export function:
354
0
0
21
Filecoin TL;DR
07-31 05:18
🧵Snap Admits There's No Alternative for Its Cloud Infrastructure. In short: Snap committed $2 billion to Google and $1 billion to Amazon, and in its filing with the U.S. Securities and Exchange Commission (SEC), it admitted that there are no alternatives in the market for some of its infrastructure. Filecoin Onchain Cloud has no minimum spending requirement and charges $2.50 per TiB per month. 1/ Commitment Snap disclosed in its 2017 IPO filing that it committed $2 billion to Google Cloud over five years, with a minimum annual spending of $400 million. Some payments could be deferred, regardless of actual capacity usage in a given year, but could not be skipped. 2/ Admittion The problem Snap admitted in its SEC filing is more serious than the switching costs. The company wrote that its infrastructure runs on services for which there are "no alternatives in the market," describing an unsolvable dependency, not just high exit costs. 3/ Second Commitment Snap also separately committed $1 billion to Amazon over five years for redundant infrastructure support. This agreement had the same term as Google's and was subsequently updated. The company was simultaneously locked in by two hyperscale cloud service providers, each with its own minimum spending requirements. 4/ Risk Factors Snap listed its reliance on Google Cloud as a formal IPO risk factor. The company told investors that migrating to other service providers would be difficult and time-consuming, and the five-year minimum spending contract was designed to create this leverage. 5/ Who's Defending? A year later, when investors questioned the scale of cloud spending, Snap CEO Evan Spiegel publicly defended the commitment. He argued that if the company built and operated its own data centers, it would have cost significantly more over the same period. 6/ Final Result Filecoin Onchain Cloud has no multi-year minimum spending requirements, nor any annual minimum spending requirements. Storage fees are $2.50 per TiB per month per replica, billed solely based on the amount of data actually stored by the team, not on a five-year contract (which was signed long before actual use). Pay only for the data actually stored:
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Filecoin TL;DR
07-29 18:42
🧵GitLab reduced downtime by 61% by migrating its cloud platform. Kakao, on the other hand, was completely unable to migrate. In short: In 2022, 32,000 servers in one building went down, leaving 53 million accounts inaccessible. Naver next door restored its service in just a few hours using a separate mirror. Filecoin Onchain Cloud provides this portability with zero outbound traffic. 1/ GitLab's Improvement GitLab's platform availability improved from 99.68% to 99.88% after migrating from Microsoft Azure to Google Cloud in 2018. According to GitLab's engineering blog (which details the entire migration process), weekly downtime was reduced by 61%. 2/ Migration Mechanism This migration involved five months of preparation and 11 hours of maintenance and switchover by 15 to 25 core infrastructure engineers. The GitLab team reported that weekly downtime decreased from 32 minutes to 13 minutes, resulting in a 61% improvement in overall availability. 3/ Kakao's Dilemma 32,000 servers were located in a data center in Pangyo, South Korea, operated by SK C&C for Kakao. On October 15, 2022, a battery fire caused a mains grid failure, instantly disrupting all Kakao services and affecting over 53 million active accounts nationwide. 4/ Who Said It? South Korean President Yun Seok-youl described the blackout as a "paralysis of the national communications network." He stated, "This paralyzed the operation of the country," and described the extent of dependence quietly created nationwide by an overloaded data center. 5/ Next Door Naver, a competitor located in the same burning building as Kakao, restored full service within hours, while Kakao took several days. The difference lies in the fact that Filecoin Onchain Cloud runs in a separate, self-owned data center, employing dual-active mirroring—a redundancy mechanism never before present in Kakao's architecture. 6/ The Key is GitLab migrated because its data uses a portable, open format. Filecoin Onchain Cloud is built in the same way, compatible with S3 and using content addressing, and does not charge any egress fees. Therefore, the portability that Kakao never had is provided by default, eliminating the need for an emergency rebuild. Maintaining data portability across different providers:
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Filecoin TL;DR
07-28 20:19
🧵WM Technology Pays $2.3 Million for Unused AWS Capacity In short: AWS charged $53,791 for moving 1 PB of data out of storage. Datadog, Snowflake, and others exposed this practice. WM Technology paid a $2.3 million penalty. Filecoin Onchain Cloud charges $2.50 per TiB per month with $0 outbound traffic fees and no opt-out clause. 1/ Cost The $53,791 is the computational cost of moving 1 PB of data out of standard AWS S3 storage using AWS's published tiered outbound traffic rates. Google Cloud charges $80,298 for the same transfer, and Azure follows closely at $53,681, both using their published rate tables. 2/ Datadog Datadog disclosed in its filing with the U.S. Securities and Exchange Commission (SEC) that it committed to investing $225 million in AWS and $37.5 million in Google Cloud over three years. The filing explicitly states that neither party may terminate the AWS or GCP agreement for its own convenience within the three-year period, without exception. 3/ Snowflake Snowflake disclosed in its filing with the SEC that its total cloud service commitments on AWS, Azure, and Google Cloud amount to billions of dollars, valid until May 2028. Migrting customer data to bare metal will trigger payment for the unfulfilled portion of the contract. 4/ Who Predicted This? Lina Khan raised this issue during a panel discussion on cloud service concentration at the Council on Foreign Relations while serving as chair of the Federal Trade Commission (FTC). She noted that this lock-in effect would impose some contractual restrictions and described what regulators found when reviewing cloud contracts. 5/ WM Technology WM Technology, the parent company of Weedmaps, disclosed in its financial filings that it reduced its AWS usage to below the contractual minimum in fiscal year 2025, and consequently set aside $2.3 million in loss reserves. It directly paid AWS for previously optimized capacity. 6/ End Data ownership depends on a company's ability to transfer data if the service provider, market, or contract changes, not just on the current account holder. Filecoin Onchain Cloud operates at $2.50 per TiB per month per replica. There are no exit fees or negotiated exit terms. Cancellation of exit fees and contract penalties:
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Filecoin TL;DR
07-27 16:36
We are pleased to announce the successful conclusion of the Filecoin TLDR Builder Challenges Round 3 (hosted by @LoopsHouse)! This round received 63 entries, with 14 developers submitting projects exploring various Filecoin tools—all designed to make it easier for agents, developers, and users to interact with Filecoin. View the winners! 👇 A heartfelt thank you to all the developers, experimenters, and submitters who participated in Round 3! Click here to view all entries on @LoopsHouse: Stay tuned for the upcoming Filecoin TLDR Builder Challenges Round 4!
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Filecoin TL;DR
07-24 17:25
⏰ Reminder: Filecoin TLDR Build Challenge Round 3 – Submission Deadline Approaching! 📅 The build cycle ends on July 26th! Don't miss your chance – be sure to submit your Filecoin tool before the deadline. You will need: - A working demo or prototype - Actual interaction with the Filecoin technology stack - A platform to publicly showcase your build - Post a public thread on X and tag @Filecoin and @FilecoinTLDR Keep it up – we can't wait to see your work! 🚀 Full details and submission link:
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Filecoin TL;DR
07-24 14:55
🧵Checkpoints Saved Meta Llama 3 Training In short: Meta's Llama 3 model experienced 419 outages over 54 days, saving 5TB of checkpoints every few hours to protect $63.7 million worth of training. Filecoin Onchain Cloud prices this long-term storage solution at $2.50/TiB per replica per month. 1/ Outages Over 54 days, Meta's Llama 3 model (405B pre-trained) experienced 419 unexpected outages on a cluster of 16,384 Nvidia H100 GPUs, averaging one every three hours. Meta noted in its July 2024 technical report that most outages were hardware-related, with the remainder attributed to software and infrastructure. 2/ Checkpoint Frequency Each checkpoint for the model was close to 5TB, and the cluster saved it every 2 to 4 hours. At such a massive scale, outages are inevitable, not rare exceptions, which is why the continuous 54-day save never stopped. 3/ Meta's Improvements Meta's engineering team directly described the fixes in their Llama 3 announcement. They specifically built a new scalable storage system to reduce the overhead of checkpointing and rollback, and improved the detection of quiescent data corruption within the cluster. 4/ Risks Based on Meta's own published GPU hours, the full 54-day run cost at standard H100 cloud rates was $63.7 million. If this data were lost due to an unrecoverable crash, the loss could be between $15 million and $30 million, and these losses would be irreversible. 5/ Why It Continues to Work After the Run Ends Checkpointing remains crucial after training ends. Downstream teams use a specific amount of intermediate save data to fine-tune model variants, run security assessments, and accurately demonstrate the model's state when specific functionalities occur. 6/ FOC Filecoin Onchain Cloud is designed specifically for this type of long-term data storage, priced at $2.50 per TiB per month per replica. Two replicas are provided by default to store records that need to remain searchable and verifiable after training. Storage checkpoints eliminate concerns about costs increasing over time:
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Filecoin TL;DR
07-23 03:58
Filecoin Statistics: Network Quality Adjustment Power: 13.73 EiB 24-Hour Block Reward: 60,895.98 FIL Total Block Reward: 404,884,574.16 FIL Reward per Success: 4.31 FIL Average Number of Blocks per TipSet: 4.88 Average Number of Messages per TipSet: 49.07 Number of Active Nodes: 565 FIL Burned: 42,641,177.68 FIL
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Filecoin TL;DR
07-22 20:37
Filecoin Statistics Verified Contracts: 127 Contract Transactions: 9,967,765 24-Hour Contract Transactions: 3,895 Contract Transaction Addresses: 801,568 Contract Balance: 17,368,389.17 FIL Data Capacity (DC): 1.35 EiB 24-Hour Gas Fees: 157.62 FIL Active Contracts: 4,828 Committed Capacity (CC): 195.34 PiB
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WalletJYS is an independent media and information service platform focused on blockchain and digital assets. We adhere to objective, fair, and transparent reporting principles, following strict news and editorial standards, committed to providing users with accurate, in-depth, and forward-looking industry information, data, and analysis. Our editorial team operates independently, free from interference by advertisers, project parties, or any external investors. WalletJYS may use artificial intelligence to assist in generating or analyzing content, but all published information is reviewed and fact-checked by humans to ensure authenticity and reliability.