#TinyLlama
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Dive into the world of TinyLlama, a compact language model built on Llama 2’s architecture. Discover its unique features, capabilities, and potential use cases.
#TinyLlama#AI#LanguageModel#NLP#MachineLearning#OpenSource#Llama2#open source#artificial intelligence#software engineering#machine learning#programming
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P.S. I love you
read it on AO3 Here
by TinyLlama
There’s only been one movie Ignis has ever cried over, and now that Noctis is facing the prospect of his own death, he has no issue with stealing an idea from the movie in question.
After all, didn't someone famous once say, it’s better to have loved and lost, than to have never loved at all?
Words: 2149, Chapters: 1/1, Language: English
Fandoms: Final Fantasy XV
Rating: Mature
Warnings: Creator Chose Not To Use Archive Warnings
Categories: M/M
Characters: Ignis Scientia, Noctis Lucis Caelum
Relationships: Noctis Lucis Caelum/Ignis Scientia
Additional Tags: Canonical Character Death, Post-Canon, Flashbacks, Love Letters, Implied Sexual Content, Implied Reincarnation
read it on AO3 Here
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A Coding Implementation to Build a Conversational Research Assistant with FAISS, Langchain, Pypdf, and TinyLlama-1.1B-Chat-v1.0
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Explain these then.
if you can't run an ai on 12 volts it's cuz you haven't tried.
Just a reminder, that generative AI has no place in Solarpunk 🥰
None 🥰
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Quantized Mistral 7B vs TinyLlama for Resource-Constrained Systems
#Technology #DataAnalytics #DataDriven https://towardsdatascience.com/quantized-mistral-7b-vs-tinyllama-for-resource-constrained-systems-a6ce4ab95b03?utm_source=dlvr.it&utm_medium=tumblr
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Large Language Models (LLMs) have demonstrated impressive capabilities to solve a wide range of tasks without being explicitly fine-tuned on task-specific datasets. However, deploying LLMs in the real world is not trivial, as it requires substantial computing resources. In this paper, we investigate whether smaller, compact LLMs are a good alternative to the comparatively Larger LLMs2 to address significant costs associated with utilizing LLMs in the real world. In this regard, we study the meeting summarization task in a real-world industrial environment and conduct extensive experiments by comparing the performance of fine-tuned compact LLMs (e.g., FLAN-T5, TinyLLaMA, LiteLLaMA) with zero-shot larger LLMs (e.g., LLaMA-2, GPT-3.5, PaLM-2). We observe that most smaller LLMs, even after fine-tuning, fail to outperform larger zero-shot LLMs in meeting summarization datasets. However, a notable exception is FLAN-T5 (780M parameters), which performs on par or even better than many zero-shot Larger LLMs (from 7B to above 70B parameters), while being significantly smaller. This makes compact LLMs like FLAN-T5 a suitable cost-efficient solution for real-world industrial deployment.
[2402.00841] Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?
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TinyLlama: An Open-Source Small Language Model
https://arxiv.org/abs/2401.02385
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In the ever-evolving landscape of Language Model research, the quest for efficiency and scalability has led to a groundbreaking project – TinyLlama. This audacious endeavor, spearheaded by a research assistant at Singapore University, aims to pre-tr #AI #ML #Automation
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"When the dawn breaks, will you know?"
The lovely @tinycactus-tinyllama wrote a drabble to accompany this render if you want to cry actual tears :D Read it here.
Repost from August 2022
#ignoct#ignis x noctis#noctis x ignis#ff15#ffxv#art tag#i promise the extra watermarks aren't forever#just until i've had this handle for awhile
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Whatever Happened to the King?
read it on AO3 Here
by TinyLlama
A decade after the dawn, Noctis is finally getting to enjoy the easy life. The ocean, the sun, and of course, Ignis.
Words: 1487, Chapters: 1/1, Language: English
Fandoms: Final Fantasy XV
Rating: Explicit
Warnings: No Archive Warnings Apply
Categories: M/M
Characters: Ignis Scientia, Noctis Lucis Caelum
Relationships: Noctis Lucis Caelum/Ignis Scientia
Additional Tags: Post-Episode Ignis Verse 2, Older IgNoct, Semi-Public Sex, Blow Jobs, Slice of Life
read it on AO3 Here
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@tinycactus-tinyllama he always has that sexygood scowl but then when he smiles or looks worried my heart melts to a puddle of goo, I can���t handle him OwO;
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IgNoct White Day Gift Exchange Round Up 1
You can also check out the collection here: https://archiveofourown.org/collections/ignoctwhiteday2022
We’ve listed additional pairings, archive warnings, and ratings, but please remember to mind the tags!
Let's Learn a Little About Each Other by Megane
Creator Chose Not To Use Archive Warnings
General Rating
One day, while in the elemancy labs, Prompto and Noctis discovered an odd side effect when one of the spellbombs backfired. Instead of panicking (okay, maybe while slightly panicking), Prompto took Noctis to the one person who could fix things: Ignis. To Noctis' surprise, being small helped him see a side of Ignis he never noticed before.
Mnemosyne by The_Glacian
Creator Chose Not To Use Archive Warnings
Teen Rating
Noctis drops by Ignis’s dorm to ask him something, but food gets in the way.
Unspoken and Unseen by TinyLlama
No Archive Warnings Apply
Explicit Rating
Sometimes, Ignis gets quiet, lost in memories and things long past. Noctis never really knows what to say during those times, but he always knows how to pull Ignis out of the darkness.
Stamina Recovery by Megane
Creator Chose Not To Use Archive Warnings
Teen Rating
Noctis is... stressed. He doesn't say as much because he doesn't want other people to worry. Thankfully, Ignis notices anyway and does his part to help alleviate things. It wasn't just because he was a trusted figure of Lucis, fated and dutybound to help the young prince—but because he wanted to help his friend. The one he sincerely loved.
We've Earned Our Happy Ending by LadyKF
No Archive Warnings Apply
Teen Rating
After all they had gone through, they deserved a second chance.
I Shine Only with the Light You Gave Me by DistractedDream
No Archive Warnings Apply
Explicit Rating
The thread of magic binds Ignis to Noctis, a thread that follows them through the events of their lives.
And now, having reached the age of majority, Ignis had presented himself to be consecrated to his prince and for Noctis to bestow his magic to him.
Cool fingers curled around his own, grounding him, lest the influx of magic sweep him away. Blue eyes met his own, allowing him to focus on his prince and drift with the magic rather than fight against it. Ignis inhaled deeply and steadied himself, his warmer fingers gripping Noctis’ for another moment and then releasing his hands. Their physical connection was no longer necessary.
His prince’s magic had woven itself into Ignis’ very being, never to let go.
A moment for themselves by marukusanagi
No Archive Warnings Apply
Teen Rating
In the Darkness by kikowithcatears
No Archive Warnings Apply
Teen Rating
It happened so fast Noctis barely had time to react. Fangs, too slow reflexes, and then he was slammed to the ground. There was a loud scream, his own, and everything went fuzzy. He heard footsteps closing in on him and suddenly Ignis was by his side in seconds, whispering to him, his emerald eyes scanning his body for injuries. Noct could sense his consciousness slipping. The world around him was fading fast and he could feel Ignis’ arms around him, lifting him up, and carrying him away.
He loved Specs but he was always too scared to tell him. He hoped it wasn't too late...
and the crown it weighs heavy; by queenhomeslice
No Archive Warnings Apply
Explicit Rating
Noct's plate is overflowing since the dawn came back; but Ignis has never left his side.
Stargazing Conversations by nychus
No Archive Warnings Apply
General Rating
As always, Ignis is working too hard and Noctis thinks he should take a break. Some post-Dawn stargazing seems just the thing to do that.
Mr Sandman Bring Me a Dream by Knight of Flames (beetroot_of_doubt)
No Archive Warnings Apply
Mature Rating
Unknowingly moving into a “haunted” apartment, Ignis finds his life entirely upended by his unexpected housemate. But to find a way to help Noctis break his curse and potentially leave forever, Ignis has to accept and be willing to act upon the feelings he develops as they grow closer.
Exploring the Forbidden by kickcows
Creator Chose Not To Use Archive Warnings
Explicit Rating
Ignis ventures into a casual relationship with Noctis, and finds that it’s difficult to keep it casual.
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Quantized Mistral 7B vs TinyLlama for Resource-Constrained Systems
#AI #ML #Tech https://towardsdatascience.com/quantized-mistral-7b-vs-tinyllama-for-resource-constrained-systems-a6ce4ab95b03?utm_source=dlvr.it&utm_medium=tumblr
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Sunday means Bake-off date night with The American ( @tinycactus-tinyllama ).
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TinyLlama Is A 486 In Your Pocket | Hackaday Future Look of Retro https://www.youtube.com/watch?v=iFZJjNTxgu8
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TinyLlama project aims to pretrain a 1.1B Llama model on 3T tokens
https://github.com/jzhang38/TinyLlama
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