Daniel (Unsloth) PRO

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upvoted a paper 5 days ago

Efficient Long-context Language Model Training by Core Attention Disaggregation

Paper • 2510.18121 • Published 8 days ago • 114

upvoted a paper 5 months ago

Speechless: Speech Instruction Training Without Speech for Low Resource Languages

Paper • 2505.17417 • Published May 23 • 14

upvoted 2 collections 6 months ago

TorchAO Quantized Phi-4-mini-instruct

Collection

TorchAO quantized Phi-4-mini-instruct models from PyTorch team, runnable in A100, H100 through vLLM and in mobile devices through ExecuTorch • 4 items • Updated Sep 10 • 3

Unsloth Dynamic 2.0 Quants

Collection

New 2.0 version of our Dynamic GGUF + Quants. Dynamic 2.0 achieves superior accuracy & SOTA quantization performance. • 49 items • Updated 20 days ago • 229

upvoted an article 7 months ago

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Article

Comparing sub 50GB Llama 4 Scout quants (KLD/Top P)

By •

Apr 9

• 45

upvoted a collection 7 months ago

Qwen2.5-VL (All Versions)

Collection

All versions of Qwen2.5-VL including the new 32B version and 4-bit, 16-bit and more! • 16 items • Updated 27 days ago • 21

upvoted a collection 9 months ago

DeepSeek R1 (All Versions)

Collection

DeepSeek-R1-0528 is here! The most powerful reasoning open LLM, available in GGUF, original & 4-bit formats. Includes Llama & Qwen distilled models. • 37 items • Updated 27 days ago • 259

upvoted a collection 10 months ago

Phi-4 (All Versions)

Collection

Microsoft's Phi-4 models including Reasoning + Reasoning Plus & mini. Includes Dynamic 2.0 GGUF, 4-bit & 16-bit versions. Includes Unsloth's bug fixes • 20 items • Updated 27 days ago • 73

upvoted 2 collections 11 months ago

Unsloth 4-bit Dynamic Quants

Collection

Unsloths Dynamic 4bit Quants selectively skips quantizing certain parameters; greatly improving accuracy while only using <10% more VRAM than BnB 4bit • 28 items • Updated 27 days ago • 87

Llama 3.3 (All Versions)

Collection

Meta's new Llama 3.3 (70B) model in all formats. Includes GGUF, 4-bit bnb and original versions. • 3 items • Updated 27 days ago • 36

upvoted a collection 12 months ago

Qwen 2.5 Coder

Collection

Complete collection of Code-specific model series for Qwen2.5 in bnb 4bit, 16bit and GGUF formats. • 35 items • Updated 27 days ago • 35

upvoted an article about 1 year ago

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Article

Fixing Gradient Accumulation

Oct 16, 2024

• 63

upvoted 3 collections about 1 year ago

4bit Instruct Models

Collection

18 items • Updated Aug 21 • 32

Load 4bit models 4x faster

Collection

Native bitsandbytes 4bit pre quantized models • 25 items • Updated Aug 21 • 59

Llama 3.2

Collection

Meta's new Llama 3.2 vision and text models including 1B, 3B, 11B and 90B. Includes GGUF, 4-bit bnb and original versions. • 27 items • Updated 27 days ago • 67

upvoted an article about 1 year ago

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Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

By •

Jul 29, 2024

• 364

upvoted 2 collections over 1 year ago

Navarasa 2.0 Models

Collection

Collection of models Navarasa 2.0 Models finetuned with Gemma on 15 Indian languages • 5 items • Updated Mar 18, 2024 • 22

OpenCodeInterpreter

Collection

18 items • Updated Mar 3, 2024 • 84

upvoted a paper almost 2 years ago

LLaMA Pro: Progressive LLaMA with Block Expansion

Paper • 2401.02415 • Published Jan 4, 2024 • 53

upvoted a collection almost 2 years ago

Awesome feedback datasets

Collection

A curated list of datasets with human or AI feedback. Useful for training reward models or applying techniques like DPO. • 19 items • Updated Apr 12, 2024 • 68