👂🎴 🕸️
A
Mid
-
Sized
Language
Model
(
MLM
)
is
a
generative
language
model
is
an
advanced
AI
system
comprising
of
maximum
10
billion
(
miliarden
!)
parameters
''
organized
into
multiple
layers
with
attention
mechanisms
.
These
layers
process
and
interpret
vast
amounts
of
text
data
''
while
the
attention
mechanisms
allow
the
model
to
focus
on
relevant
parts
of
the
input
.
This
architecture
enables
the
model
to
understand
and
generate
human
-
like
language
''
perform
nuanced
tasks
like
answering
complex
questions
''
writing
detailed
texts
''
and
engaging
in
sophisticated
conversations
''
leveraging
its
deep
learning
capabilities
.
Turdus
(
Blackbird
/
Amsel
)
is
the
2nd
model
released
by
nascent
udk
.
ai
in
February
2024
.<
br
>
Essentially
''
You
have
three
options
:<
br
><
p
class
=
„
fragment
“
>
fine
-
tuning
(
in
every
training
step
''
training
process
updates
billions
and
billions
of
parameters
)
p
><
p
class
=
„
fragment
“
>
training
a
LoRa
(
instead
of
updating
billions
of
parameters
''
You
update
just
few
millions
)
p
><
p
class
=
„
fragment
“
>
do
Retrieval
Augmented
Generation
p
>
„
I
“
-
Avatarization
is
the
process
whereby
a
living
human
H
consciously
creates
''
develops
''
fine
tunes
and
optimizes
(
his
|
her
)
own
generative
AI
avatar
datasets
&
models
.
<
br
><
br
>
That
is
''
using
datasets
(
mails
''
chat
transcripts
etc
.)
to
create
a
generative
AI
copy
of
one
'
s
self
(
an
„
I
-
Avatar
“
)
which
could
provide
information
in
situation
when
H
(
her
|
him
)
self
is
not
alive
anymore
.
On
a
machine
amsel
.
udk
.
ai
(
running
somewhere
in
this
room
)''
there
are
many
nice
Generative
AI
tools
installed
''
including
:<
br
><
p
class
=
„
fragment
“
>
text
-
generation
-
webui
web
-
based
interface
for
work
with
language
models
p
><
p
class
=
„
fragment
“
>
Training
PRO
extension
for
training
LoRas
for
Mistral
-
architecture
models
p
><
p
class
=
„
fragment
“
>
superbooga
-
v2
for
easy
RAG
prototyping
p
>
We
define
an
Extended
Educational
Environment
(
EEE
or
E3
)
as
an
immersive
and
interactive
XR
learning
environment
enriched
with
AI
-
driven
artifacts
and
avatars
.
These
avatars
and
artifacts
''
developed
using
tools
like
UnrealEngine
and
MetaHuman
''
each
possess
distinct
„
personalities
“
or
„
characters
“
reflecting
their
underlying
knowledge
bases
and
machine
learning
models
.<
br
>
Join
the
HuggingFace
udk
.
ai
community
!
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