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Tom-Neverwinter

Tom-Neverwinter

AI & ML interests

Making improvements to help the world.

Recent Activity

replied to Kseniase's post 2 days ago

12 Foundational AI Model Types Let’s refresh some fundamentals today to stay fluent in the what we all work with. Here are some of the most popular model types that shape the vast world of AI (with examples in the brackets): 1. LLM - Large Language Model (GPT, LLaMA) -> https://huggingface.co/papers/2402.06196 + history of LLMs: https://www.turingpost.com/t/The%20History%20of%20LLMs It's trained on massive text datasets to understand and generate human language. They are mostly build on Transformer architecture, predicting the next token. LLMs scale by increasing overall parameter count across all components (layers, attention heads, MLPs, etc.) 2. SLM - Small Language Model (TinyLLaMA, Phi models, SmolLM) https://huggingface.co/papers/2410.20011 Lightweight LM optimized for efficiency, low memory use, fast inference, and edge use. SLMs work using the same principles as LLMs 3. VLM - Vision-Language Model (CLIP, Flamingo) -> https://huggingface.co/papers/2405.17247 Processes and understands both images and text. VLMs map images and text into a shared embedding space or generate captions/descriptions from both 4. MLLM - Multimodal Large Language Model (Gemini) -> https://huggingface.co/papers/2306.13549 A large-scale model that can understand and process multiple types of data (modalities) — usually text + other formats, like images, videos, audio, structured data, 3D or spatial inputs. MLLMs can be LLMs extended with modality adapters or trained jointly across vision, text, audio, etc. 5. LAM - Large Action Model (InstructDiffusion, RT-2) -> https://huggingface.co/papers/2412.10047 Understands and generates action sequences by predicting action tokens (discrete/continuous instructions) that guide agents. Trained on behavior datasets, LAMs generalize across tasks, environments, and modalities - video, sensor data, etc. Read about LRM, MoE, SSM, RNN, CNN, SAM and LNN below👇 Also, subscribe to the Turing Post: https://www.turingpost.com/subscribe

new activity 2 days ago

BeaverAI/Test-12B-v1b-GGUF:another new model :)

reacted to drwlf's post with ❤️ 2 days ago

Having an insanely good medical LLM is pointless if it won’t answer your questions! So we’ve made 2 notebook for abliterating any model in order to achieve a good model that will actually help you! The notebooks are made using @mlabonne ‘s abliteration logic and datasets! Feel free to use them and happy training 😊 https://github.com/dralexlup/LLM-Abliteration

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Tom-Neverwinter's activity

New activity in BeaverAI/Test-12B-v1b-GGUF 2 days ago

another new model :)

#1 opened 2 days ago by

Tom-Neverwinter

New activity in Qwen/Qwen2.5-Omni-7B about 1 month ago

GGUF model

#51 opened about 1 month ago by

Tom-Neverwinter

New activity in moonshotai/MoonViT-SO-400M about 2 months ago

GGUF format

#2 opened about 2 months ago by

Tom-Neverwinter

New activity in TheDrummer/Gemmasutra-Small-4B-v1-GGUF 3 months ago

Review so far

#1 opened 3 months ago by

GlobalMeltdown

New activity in perplexity-ai/r1-1776 4 months ago

Was this Model Needed?

#12 opened 4 months ago by

fahdmirzac

New activity in multimodalart/flux-lora-the-explorer 10 months ago

how to make a lora

#2 opened 10 months ago by

guardiancc

New activity in meta-llama/Llama-3.1-8B-Instruct 11 months ago

Issues loading model with ooabooga textgenwebui

👍 3

#20 opened 11 months ago by

Kenji776

New activity in lmstudio-community/DeepSeek-Coder-V2-Lite-Instruct-GGUF 11 months ago

GGUF for the 236B model

#4 opened 11 months ago by

amarmir

New activity in open-llm-leaderboard/open_llm_leaderboard 11 months ago

WizardLM-8x22B Evaluation failed

➕ 👍 28

#823 opened 11 months ago by

llama-anon

New activity in DavidAU/L3-Stheno-Maid-Blackroot-Grand-HORROR-16B-GGUF 11 months ago

Evil.

😎 👀 3

#1 opened 11 months ago by

Reithan

New activity in bartowski/Beyonder-4x7B-v3-exl2 about 1 year ago

3.0 bpw?

#1 opened about 1 year ago by

CulturedMan

New activity in ai21labs/Jamba-v0.1 about 1 year ago

multiple gpu?

#3 opened about 1 year ago by

bdambrosio

New activity in NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss-GGUF about 1 year ago

Missing config.json

#2 opened over 1 year ago by

Cayleb

New activity in google/gemma-7b about 1 year ago

Dont download, google scuttled this model

🤯 👍 1

#77 opened about 1 year ago by

Tom-Neverwinter

New activity in NousResearch/Nous-Hermes-2-Yi-34B-GGUF about 1 year ago

is this filtered(cencored) or not? can i run it on 3090?

#1 opened over 1 year ago by

Avos0001

New activity in ShinojiResearch/Senku-70B-Full over 1 year ago

Hardware

#5 opened over 1 year ago by

Tom-Neverwinter

New activity in notstoic/pygmalion-13b-4bit-128g about 2 years ago

ERROR:The model could not be loaded because its type could not be inferred from its name.

#1 opened about 2 years ago by

anobu88