GET https://kbin.spritesserver.nl/u/@Mantis8497@lemm.ee/threads/top/%E2%88%9E/articles

Response
200 OK
IP
216.73.216.122
Profiled on
Token
0a22f7

Security

Token

There is no security token.

Firewall

main Name
Security enabled
Stateless

Configuration

Key Value
provider security.user.provider.concrete.app_user_provider
context main
entry_point App\Security\KbinAuthenticator
user_checker App\Security\UserChecker
access_denied_handler (none)
access_denied_url (none)
authenticators 
[
  "two_factor"
  "remember_me"
  "App\Security\KbinAuthenticator"
  "App\Security\FacebookAuthenticator"
  "App\Security\GoogleAuthenticator"
  "App\Security\GithubAuthenticator"
  "App\Security\KeycloakAuthenticator"
]

Listeners

Listener Duration Response 
Symfony\Component\Security\Http\Firewall\ChannelListener {#723
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
  -logger: Monolog\Logger {#783 …}
  -httpPort: 80
  -httpsPort: 443
}
 0.00 ms (none) 
Symfony\Component\Security\Http\Firewall\ContextListener {#706
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\TokenStorage {#1017 …}
  -sessionKey: "_security_main"
  -logger: Monolog\Logger {#783 …}
  -userProviders: Symfony\Component\DependencyInjection\Argument\RewindableGenerator {#705 …}
  -dispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
  -registered: false
  -trustResolver: Scheb\TwoFactorBundle\Security\Authentication\AuthenticationTrustResolver {#780 …}
  -sessionTrackerEnabler: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage::enableUsageTracking(): void {#703 …}
}
 32.82 ms (none) 
Symfony\Component\Security\Http\Firewall\AuthenticatorManagerListener {#584
  -authenticatorManager: Symfony\Component\Security\Http\Authentication\AuthenticatorManager {#595 …}
}
 0.00 ms (none) 
Scheb\TwoFactorBundle\Security\Http\Firewall\TwoFactorAccessListener {#582
  -twoFactorFirewallConfig: Scheb\TwoFactorBundle\Security\TwoFactor\TwoFactorFirewallConfig {#842 …}
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -twoFactorAccessDecider: Scheb\TwoFactorBundle\Security\Authorization\TwoFactorAccessDecider {#581 …}
}
 0.05 ms (none) 
Symfony\Component\Security\Http\Firewall\AccessListener {#579
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -accessDecisionManager: Symfony\Component\Security\Core\Authorization\TraceableAccessDecisionManager {#937 …}
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
}
 0.00 ms (none) 
Symfony\Component\Security\Http\Firewall\LogoutListener {#786
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -options: [
    "csrf_parameter" => "_csrf_token"
    "csrf_token_id" => "logout"
    "logout_path" => "app_logout"
  ]
  -httpUtils: Symfony\Component\Security\Http\HttpUtils {#841 …}
  -csrfTokenManager: Symfony\Component\Security\Csrf\CsrfTokenManager {#1015 …}
  -eventDispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
}
 0.00 ms (none)

Authenticators

No authenticators have been recorded. Check previous profiles on your authentication endpoint.

Access Decision

affirmative Strategy
# Voter class
1 
"Symfony\Component\Security\Core\Authorization\Voter\AuthenticatedVoter"
2 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
3 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
4 
"Symfony\Component\Security\Core\Authorization\Voter\ExpressionVoter"
5 
"App\Security\Voter\EntryCommentVoter"
6 
"App\Security\Voter\EntryVoter"
7 
"App\Security\Voter\MagazineVoter"
8 
"App\Security\Voter\MessageThreadVoter"
9 
"App\Security\Voter\MessageVoter"
10 
"App\Security\Voter\NotificationVoter"
11 
"App\Security\Voter\OAuth2UserConsentVoter"
12 
"App\Security\Voter\PostCommentVoter"
13 
"App\Security\Voter\PostVoter"
14 
"App\Security\Voter\UserVoter"

Access decision log

# Result Attributes Object
1 DENIED ROLE_USER 
null
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
2 DENIED moderate 
App\Entity\Entry {#1549
  +user: App\Entity\User {#260 …}
  +magazine: Proxies\__CG__\App\Entity\Magazine {#1736 …}
  +image: null
  +domain: Proxies\__CG__\App\Entity\Domain {#1686 …}
  +slug: "Planning-build-Power-efficient-headless-steam-machine-and-later-upgrade"
  +title: "Planning build: Power efficient headless steam machine, and later upgrade for AI tasks"
  +url: null
  +body: """
    ### **Background**\n
    \n
    I’m planning on building a secondary server that can process more intense tasks than my current basic home server. Tasks such as light gaming (think “remote Steam Deck”), and later allowed to be upgraded with a Nvidia graphics card to handle AI tasks, such as LLM and SD.\n
    \n
    ### **The problem**\n
    \n
    While I have no problem picking parts to build this as a “desktop computer”, **I’m completely lost when trying to make it power efficient for idle load (if it’s even possible with a power-hungry Nvidia card).** I’d appreciate some guidance even if it’s not a full parts list suggestion!\n
    \n
    Watching [Wolfgang’s videos](https://piped.kavin.rocks/channel/UCsnGwSIHyoYN0kiINAGUKxg) has unfortunately not translated knowledge into practice for me yet. At least I know TDP isn’t an absolute determining factor anymore.\n
    \n
    ---\n
    \n
    ### **Planning the build**\n
    \n
    Due to a limited budget, the idea is split the build in 2 phases.\n
    \n
    #### Phase 1 (gaming):\n
    \n
    - Budget: $1000 (ideally below ~$800):\n
    - Use for local headless gaming (with [bazzite](https://github.com/ublue-os/bazzite)?)\n
    - At least as powerful as a Steam Deck\n
    - Parts: \n
        - APU: \n
            - Perhaps: "AMD Ryzen 7 7800X3D ($400)"\n
            - or “AMD Ryzen 5 7600X ($300)”?\n
        - Motherboard: \n
            - No specific requirement, will mainly just use the PCIe x16 slot for a single GPU when upgrading in “phase 2”.\n
            - Okay with gigabit ethernet and basic I/O.\n
        - Power supply: \n
            - Power efficient power supply that can handle a class 4080/4090 card.\n
        - Cooling: \n
            - Air-cooled preferred\n
        - Storage: \n
            - Samsung 990 PRO NVMe M.2 SSD 1TB (~$100)\n
        - RAM: \n
            - Corsair Vengeance LPX Black DDR4 3200MHz 2x16GB (~$70)\n
        - Case: \n
            - As long as it fits a large graphics card\n
    \n
    #### Phase 2 (AI: LLM/SD):\n
    \n
    - Budget: ~$2000\n
    - After 1-2 years, upgrade with Nvidia graphics card. \n
        - Ideally something with 24GB VRAM, like the 4090.\n
        - Prefer Nvidia due to compatibility with SD.\n
    - Open for suggestion, since wanting a low power draw with a 4090 might sound contradictory.\n
    \n
    ---\n
    \n
    In case I missed any crucial information, let me know!
    """
  +type: "article"
  +lang: "en"
  +isOc: false
  +hasEmbed: false
  +commentCount: 11
  +favouriteCount: 20
  +score: 0
  +isAdult: false
  +sticky: false
  +lastActive: DateTime @1719428690 {#1415
    date: 2024-06-26 21:04:50.0 +02:00
  }
  +ip: null
  +adaAmount: 0
  +tags: null
  +mentions: null
  +comments: Doctrine\ORM\PersistentCollection {#1691 …}
  +votes: Doctrine\ORM\PersistentCollection {#1795 …}
  +reports: Doctrine\ORM\PersistentCollection {#1616 …}
  +favourites: Doctrine\ORM\PersistentCollection {#1717 …}
  +notifications: Doctrine\ORM\PersistentCollection {#1714 …}
  +badges: Doctrine\ORM\PersistentCollection {#2458 …}
  +children: []
  -id: 27301
  -titleTs: "'ai':12 'build':2 'effici':4 'headless':5 'later':9 'machin':7 'plan':1 'power':3 'steam':6 'task':13 'upgrad':10"
  -bodyTs: "'-2':276 '/channel/ucsngwsihyoyn0kiinagukxg)':114 '/ublue-os/bazzite)?)':171 '1':155,275 '100':248 '1000':158 '1tb':247 '2':152,214,269 '2000':273 '24gb':286 '2x16gb':256 '300':193 '3200mhz':255 '400':187 '4080/4090':233 '4090':290,309 '5':191 '7':185 '70':257 '7600x':192 '7800x3d':186 '800':161 '990':242 'absolut':133 'ai':44,270 'air':237 'air-cool':236 'allow':33 'amd':183,189 'anymor':136 'appreci':95 'apu':181 'background':1 'basic':19,220 'bazzit':168 'black':253 'budget':144,157,272 'build':6,61,139,150 'card':41,92,234,267,282 'case':258,314 'class':232 'compat':295 'complet':69 'comput':66 'contradictori':312 'cool':235,238 'corsair':250 'crucial':318 'current':18 'd':94 'ddr4':254 'deck':30,179 'desktop':65 'determin':134 'draw':306 'due':140,293 'effici':77,225 'ethernet':218 'even':84,98 'factor':135 'fit':263 'full':104 'game':26,156,166 'gigabit':217 'github.com':170 'github.com/ublue-os/bazzite)?)':169 'gpu':209 'graphic':40,266,281 'guidanc':97 'handl':43,230 'headless':165 'home':20 'hungri':90 'i/o':221 'idea':146 'ideal':159,283 'idl':79 'inform':319 'intens':14 'isn':130 'know':128,322 'knowledg':119 'larg':265 'later':32 'least':126,173 'let':320 'light':25 'like':288 'limit':143 'list':106 'llm':48 'llm/sd':271 'load':80 'local':164 'long':260 'lost':70 'low':304 'lpx':252 'm':3,68 'm.2':245 'main':199 'make':74 'might':310 'miss':316 'motherboard':194 'nvidia':39,91,280,292 'nvme':244 'okay':215 'open':298 'part':59,105,180 'pcie':203 'perhap':182 'phase':153,154,213,268 'pick':58 'piped.kavin.rocks':113 'piped.kavin.rocks/channel/ucsngwsihyoyn0kiinagukxg)':112 'plan':4,137 'possibl':85 'power':76,89,175,222,224,226,305 'power-hungri':88 'practic':121 'prefer':239,291 'pro':243 'problem':52,57 'process':12 'ram':249 'remot':28 'requir':197 'ryzen':184,190 'samsung':241 'sd':50,297 'secondari':8 'server':9,21 'sinc':301 'singl':208 'slot':205 'someth':284 'sound':311 'specif':196 'split':148 'ssd':246 'steam':29,178 'storag':240 'suggest':107,300 'suppli':223,227 'task':15,22,45 'tdp':129 'think':27 'translat':118 'tri':72 'unfortun':116 'upgrad':36,211,278 'use':162,201 'vengeanc':251 'video':111 'vram':287 'want':302 'watch':108 'wolfgang':109 'x16':204 'year':277 'yet':124"
  +cross: false
  +upVotes: 0
  +downVotes: 0
  +ranking: 1704503070
  +visibility: "visible             "
  +apId: "https://lemm.ee/post/20105526"
  +editedAt: null
  +createdAt: DateTimeImmutable @1704416670 {#1641
    date: 2024-01-05 02:04:30.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS DENIED 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
3 DENIED edit 
App\Entity\Entry {#1549
  +user: App\Entity\User {#260 …}
  +magazine: Proxies\__CG__\App\Entity\Magazine {#1736 …}
  +image: null
  +domain: Proxies\__CG__\App\Entity\Domain {#1686 …}
  +slug: "Planning-build-Power-efficient-headless-steam-machine-and-later-upgrade"
  +title: "Planning build: Power efficient headless steam machine, and later upgrade for AI tasks"
  +url: null
  +body: """
    ### **Background**\n
    \n
    I’m planning on building a secondary server that can process more intense tasks than my current basic home server. Tasks such as light gaming (think “remote Steam Deck”), and later allowed to be upgraded with a Nvidia graphics card to handle AI tasks, such as LLM and SD.\n
    \n
    ### **The problem**\n
    \n
    While I have no problem picking parts to build this as a “desktop computer”, **I’m completely lost when trying to make it power efficient for idle load (if it’s even possible with a power-hungry Nvidia card).** I’d appreciate some guidance even if it’s not a full parts list suggestion!\n
    \n
    Watching [Wolfgang’s videos](https://piped.kavin.rocks/channel/UCsnGwSIHyoYN0kiINAGUKxg) has unfortunately not translated knowledge into practice for me yet. At least I know TDP isn’t an absolute determining factor anymore.\n
    \n
    ---\n
    \n
    ### **Planning the build**\n
    \n
    Due to a limited budget, the idea is split the build in 2 phases.\n
    \n
    #### Phase 1 (gaming):\n
    \n
    - Budget: $1000 (ideally below ~$800):\n
    - Use for local headless gaming (with [bazzite](https://github.com/ublue-os/bazzite)?)\n
    - At least as powerful as a Steam Deck\n
    - Parts: \n
        - APU: \n
            - Perhaps: "AMD Ryzen 7 7800X3D ($400)"\n
            - or “AMD Ryzen 5 7600X ($300)”?\n
        - Motherboard: \n
            - No specific requirement, will mainly just use the PCIe x16 slot for a single GPU when upgrading in “phase 2”.\n
            - Okay with gigabit ethernet and basic I/O.\n
        - Power supply: \n
            - Power efficient power supply that can handle a class 4080/4090 card.\n
        - Cooling: \n
            - Air-cooled preferred\n
        - Storage: \n
            - Samsung 990 PRO NVMe M.2 SSD 1TB (~$100)\n
        - RAM: \n
            - Corsair Vengeance LPX Black DDR4 3200MHz 2x16GB (~$70)\n
        - Case: \n
            - As long as it fits a large graphics card\n
    \n
    #### Phase 2 (AI: LLM/SD):\n
    \n
    - Budget: ~$2000\n
    - After 1-2 years, upgrade with Nvidia graphics card. \n
        - Ideally something with 24GB VRAM, like the 4090.\n
        - Prefer Nvidia due to compatibility with SD.\n
    - Open for suggestion, since wanting a low power draw with a 4090 might sound contradictory.\n
    \n
    ---\n
    \n
    In case I missed any crucial information, let me know!
    """
  +type: "article"
  +lang: "en"
  +isOc: false
  +hasEmbed: false
  +commentCount: 11
  +favouriteCount: 20
  +score: 0
  +isAdult: false
  +sticky: false
  +lastActive: DateTime @1719428690 {#1415
    date: 2024-06-26 21:04:50.0 +02:00
  }
  +ip: null
  +adaAmount: 0
  +tags: null
  +mentions: null
  +comments: Doctrine\ORM\PersistentCollection {#1691 …}
  +votes: Doctrine\ORM\PersistentCollection {#1795 …}
  +reports: Doctrine\ORM\PersistentCollection {#1616 …}
  +favourites: Doctrine\ORM\PersistentCollection {#1717 …}
  +notifications: Doctrine\ORM\PersistentCollection {#1714 …}
  +badges: Doctrine\ORM\PersistentCollection {#2458 …}
  +children: []
  -id: 27301
  -titleTs: "'ai':12 'build':2 'effici':4 'headless':5 'later':9 'machin':7 'plan':1 'power':3 'steam':6 'task':13 'upgrad':10"
  -bodyTs: "'-2':276 '/channel/ucsngwsihyoyn0kiinagukxg)':114 '/ublue-os/bazzite)?)':171 '1':155,275 '100':248 '1000':158 '1tb':247 '2':152,214,269 '2000':273 '24gb':286 '2x16gb':256 '300':193 '3200mhz':255 '400':187 '4080/4090':233 '4090':290,309 '5':191 '7':185 '70':257 '7600x':192 '7800x3d':186 '800':161 '990':242 'absolut':133 'ai':44,270 'air':237 'air-cool':236 'allow':33 'amd':183,189 'anymor':136 'appreci':95 'apu':181 'background':1 'basic':19,220 'bazzit':168 'black':253 'budget':144,157,272 'build':6,61,139,150 'card':41,92,234,267,282 'case':258,314 'class':232 'compat':295 'complet':69 'comput':66 'contradictori':312 'cool':235,238 'corsair':250 'crucial':318 'current':18 'd':94 'ddr4':254 'deck':30,179 'desktop':65 'determin':134 'draw':306 'due':140,293 'effici':77,225 'ethernet':218 'even':84,98 'factor':135 'fit':263 'full':104 'game':26,156,166 'gigabit':217 'github.com':170 'github.com/ublue-os/bazzite)?)':169 'gpu':209 'graphic':40,266,281 'guidanc':97 'handl':43,230 'headless':165 'home':20 'hungri':90 'i/o':221 'idea':146 'ideal':159,283 'idl':79 'inform':319 'intens':14 'isn':130 'know':128,322 'knowledg':119 'larg':265 'later':32 'least':126,173 'let':320 'light':25 'like':288 'limit':143 'list':106 'llm':48 'llm/sd':271 'load':80 'local':164 'long':260 'lost':70 'low':304 'lpx':252 'm':3,68 'm.2':245 'main':199 'make':74 'might':310 'miss':316 'motherboard':194 'nvidia':39,91,280,292 'nvme':244 'okay':215 'open':298 'part':59,105,180 'pcie':203 'perhap':182 'phase':153,154,213,268 'pick':58 'piped.kavin.rocks':113 'piped.kavin.rocks/channel/ucsngwsihyoyn0kiinagukxg)':112 'plan':4,137 'possibl':85 'power':76,89,175,222,224,226,305 'power-hungri':88 'practic':121 'prefer':239,291 'pro':243 'problem':52,57 'process':12 'ram':249 'remot':28 'requir':197 'ryzen':184,190 'samsung':241 'sd':50,297 'secondari':8 'server':9,21 'sinc':301 'singl':208 'slot':205 'someth':284 'sound':311 'specif':196 'split':148 'ssd':246 'steam':29,178 'storag':240 'suggest':107,300 'suppli':223,227 'task':15,22,45 'tdp':129 'think':27 'translat':118 'tri':72 'unfortun':116 'upgrad':36,211,278 'use':162,201 'vengeanc':251 'video':111 'vram':287 'want':302 'watch':108 'wolfgang':109 'x16':204 'year':277 'yet':124"
  +cross: false
  +upVotes: 0
  +downVotes: 0
  +ranking: 1704503070
  +visibility: "visible             "
  +apId: "https://lemm.ee/post/20105526"
  +editedAt: null
  +createdAt: DateTimeImmutable @1704416670 {#1641
    date: 2024-01-05 02:04:30.0 +01:00
  }
}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS DENIED 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
4 DENIED moderate 
App\Entity\Entry {#1549
  +user: App\Entity\User {#260 …}
  +magazine: Proxies\__CG__\App\Entity\Magazine {#1736 …}
  +image: null
  +domain: Proxies\__CG__\App\Entity\Domain {#1686 …}
  +slug: "Planning-build-Power-efficient-headless-steam-machine-and-later-upgrade"
  +title: "Planning build: Power efficient headless steam machine, and later upgrade for AI tasks"
  +url: null
  +body: """
    ### **Background**\n
    \n
    I’m planning on building a secondary server that can process more intense tasks than my current basic home server. Tasks such as light gaming (think “remote Steam Deck”), and later allowed to be upgraded with a Nvidia graphics card to handle AI tasks, such as LLM and SD.\n
    \n
    ### **The problem**\n
    \n
    While I have no problem picking parts to build this as a “desktop computer”, **I’m completely lost when trying to make it power efficient for idle load (if it’s even possible with a power-hungry Nvidia card).** I’d appreciate some guidance even if it’s not a full parts list suggestion!\n
    \n
    Watching [Wolfgang’s videos](https://piped.kavin.rocks/channel/UCsnGwSIHyoYN0kiINAGUKxg) has unfortunately not translated knowledge into practice for me yet. At least I know TDP isn’t an absolute determining factor anymore.\n
    \n
    ---\n
    \n
    ### **Planning the build**\n
    \n
    Due to a limited budget, the idea is split the build in 2 phases.\n
    \n
    #### Phase 1 (gaming):\n
    \n
    - Budget: $1000 (ideally below ~$800):\n
    - Use for local headless gaming (with [bazzite](https://github.com/ublue-os/bazzite)?)\n
    - At least as powerful as a Steam Deck\n
    - Parts: \n
        - APU: \n
            - Perhaps: "AMD Ryzen 7 7800X3D ($400)"\n
            - or “AMD Ryzen 5 7600X ($300)”?\n
        - Motherboard: \n
            - No specific requirement, will mainly just use the PCIe x16 slot for a single GPU when upgrading in “phase 2”.\n
            - Okay with gigabit ethernet and basic I/O.\n
        - Power supply: \n
            - Power efficient power supply that can handle a class 4080/4090 card.\n
        - Cooling: \n
            - Air-cooled preferred\n
        - Storage: \n
            - Samsung 990 PRO NVMe M.2 SSD 1TB (~$100)\n
        - RAM: \n
            - Corsair Vengeance LPX Black DDR4 3200MHz 2x16GB (~$70)\n
        - Case: \n
            - As long as it fits a large graphics card\n
    \n
    #### Phase 2 (AI: LLM/SD):\n
    \n
    - Budget: ~$2000\n
    - After 1-2 years, upgrade with Nvidia graphics card. \n
        - Ideally something with 24GB VRAM, like the 4090.\n
        - Prefer Nvidia due to compatibility with SD.\n
    - Open for suggestion, since wanting a low power draw with a 4090 might sound contradictory.\n
    \n
    ---\n
    \n
    In case I missed any crucial information, let me know!
    """
  +type: "article"
  +lang: "en"
  +isOc: false
  +hasEmbed: false
  +commentCount: 11
  +favouriteCount: 20
  +score: 0
  +isAdult: false
  +sticky: false
  +lastActive: DateTime @1719428690 {#1415
    date: 2024-06-26 21:04:50.0 +02:00
  }
  +ip: null
  +adaAmount: 0
  +tags: null
  +mentions: null
  +comments: Doctrine\ORM\PersistentCollection {#1691 …}
  +votes: Doctrine\ORM\PersistentCollection {#1795 …}
  +reports: Doctrine\ORM\PersistentCollection {#1616 …}
  +favourites: Doctrine\ORM\PersistentCollection {#1717 …}
  +notifications: Doctrine\ORM\PersistentCollection {#1714 …}
  +badges: Doctrine\ORM\PersistentCollection {#2458 …}
  +children: []
  -id: 27301
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  +apId: "https://lemm.ee/post/20105526"
  +editedAt: null
  +createdAt: DateTimeImmutable @1704416670 {#1641
    date: 2024-01-05 02:04:30.0 +01:00
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}
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
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"App\Security\Voter\EntryCommentVoter"
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"App\Security\Voter\EntryVoter"
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"App\Security\Voter\MagazineVoter"
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"App\Security\Voter\MessageThreadVoter"
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"App\Security\Voter\MessageVoter"
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"App\Security\Voter\NotificationVoter"
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"App\Security\Voter\OAuth2UserConsentVoter"
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"App\Security\Voter\PostCommentVoter"
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"App\Security\Voter\PostVoter"
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"App\Security\Voter\UserVoter"
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