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🔄
In a Training Loop
49.8
TFLOPS
Dean Byrne
PRO
Quazim0t0
25
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ArityFlow's profile picture
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291 followers
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3,241 following
https://huggingface.co/DaisyChainAI
quzi93
dean-byrne-02a28b191
AI & ML interests
DaisyChainAI🌼 / SmallLM's / San Francisco / Open Source
Recent Activity
updated
a model
about 1 hour ago
Quazim0t0/On-Fly-Jev
liked
a model
about 3 hours ago
SlayerLab/gollem-v5-ckpts
reacted
to
ErenAta00
's
post
with 🔥
about 3 hours ago
Maverick-4B-Unity-XR-Agent is now on Hugging Face. It's a 4B model that turns spoken or typed English into actions in Unity scenes. Say "put the red mug on the table" or "turn on the lamp", and it returns the tool call your app executes. If a command could mean two objects, it asks which one. If it can't do something, it says so instead of guessing. Everything runs on the user's machine through llama.cpp: no API key, no internet connection. The Q4_K_M GGUF is 2.5 GB and needs about 3 GB of GPU memory, so it fits on a 4 GB laptop GPU and usually answers in one to three seconds. It is fine-tuned from Qwen3-4B with QLoRA on about 20,000 English conversations. Results: - 83.8% on 499 human-written ALFRED instructions (right action on the right object). The base model, Qwen3-4B, scores 57.1%. The strongest of the five other models we tested, from 1.7B to 120B parameters, was Ministral 3 14B at 67.1%. - 91.7% on object types it never saw in training. - 97.3% on 440 commands run through a live Unity scene. There is also a Unity package that starts the model, describes the scene to it and carries out its tool calls. You install it from the Package Manager with a Git URL. Model: https://huggingface.co/ErenAta00/Maverick-4B-Unity-XR-Agent-GGUF Unity package: https://huggingface.co/ErenAta00/Maverick-Unity Full write-up: https://huggingface.co/blog/ErenAta00/maverick-4b-unity-xr-agent Built at the Extended Reality Laboratory (XRLab), Manisa Celal Bayar University: https://huggingface.co/ExtendedRealityLabMCBU Released under Apache-2.0. Feedback and bug reports are welcome in the Community tab.
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Quazim0t0
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New activity in
bench-labs/cagliostro-v3
9 days ago
Amazing Work!
1
#7 opened 9 days ago by
Quazim0t0
New activity in
Quazim0t0/neural-x86-doom
26 days ago
What sorcery is this?
1
#1 opened about 1 month ago by
YellowjacketGames
New activity in
SupraLabs/SupraBrain-50M
28 days ago
Amazing work
🤗
❤️
5
1
#1 opened 28 days ago by
Quazim0t0
New activity in
AxiomicLabs/Open_SLM_Leaderboard
about 1 month ago
Byrne-15M Looped
1
#101 opened about 1 month ago by
Quazim0t0
Byrne-100M-Ultra-MC
15
#89 opened about 1 month ago by
Quazim0t0
New activity in
Glint-Research/Tiny-ML-Leaderboard
about 1 month ago
Byrne-100M-Ultra-MC
2
#61 opened about 1 month ago by
Quazim0t0
New activity in
build-small-hackathon/README
2 months ago
Amazed at this hackathon — but also, a thread for indie devs who needed the prize money
👍
🤗
2
2
#7 opened 2 months ago by
Yosun
New activity in
Glint-Research/Glint-1.3
3 months ago
scaling laws
👍
1
40
#2 opened 3 months ago by
encryptedoreo
New activity in
Quazim0t0/Escarda-86M-Base
3 months ago
Distillation comparison: Escarda x Byrne
3
#1 opened 3 months ago by
juiceb0xc0de
New activity in
build-small-hackathon/certificate-generator
3 months ago
Not all of my entries show up
#4 opened 3 months ago by
Quazim0t0
New activity in
build-small-hackathon/neural-doom
3 months ago
Any Feedback?
#1 opened 3 months ago by
Quazim0t0
New activity in
AxiomicLabs/Open_SLM_Leaderboard
3 months ago
Byrne Models
10
#16 opened 3 months ago by
Quazim0t0
New activity in
mteb/leaderboard
3 months ago
Every Eval seems to work fine except MindSmallReranking
#189 opened 3 months ago by
Quazim0t0
New activity in
Intel/low_bit_open_llm_leaderboard
3 months ago
My models failed
5
#8 opened 3 months ago by
Quazim0t0
New activity in
Glint-Research/Tiny-ML-Leaderboard
3 months ago
48683
1
#26 opened 3 months ago by
Quazim0t0
18607
1
#25 opened 3 months ago by
Quazim0t0
Submission 76053
3
#21 opened 4 months ago by
Quazim0t0
New activity in
AxiomicLabs/Open_SLM_Leaderboard
4 months ago
Escarda-86M-Base
1
#12 opened 4 months ago by
Quazim0t0
Escarda-86M
1
#11 opened 4 months ago by
Quazim0t0
New activity in
open-llm-leaderboard/open_llm_leaderboard
over 1 year ago
It's been a wild ride, folks :) (end of the Open LLM Leaderboard)
😔
❤️
96
22
#1135 opened over 1 year ago by
clefourrier
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