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Doctor Shotgun

Doctor-Shotgun

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https://ko-fi.com/doctorshotgun

DocShotgun

AI & ML interests

Local ML enthusiast, LLM and diffusion finetuner

Recent Activity

new activity about 5 hours ago

ubergarm/GLM-4.5-Air-GGUF:Good job

liked a model 2 days ago

zai-org/GLM-4.5-Air

liked a model 2 days ago

Qwen/Qwen3-Coder-30B-A3B-Instruct

View all activity

Organizations

Doctor-Shotgun 's collections 8

Doc's Choice

Models that I personally recommend.

Doctor-Shotgun/ML2-123B-Magnum-Diamond

Text Generation • 123B • Updated Jul 7 • 231 • 8
Doctor-Shotgun/L3.3-70B-Magnum-Diamond

Text Generation • 71B • Updated Jun 25 • 253 • 1
Doctor-Shotgun/MS3.2-24B-Magnum-Diamond

Text Generation • 24B • Updated Jul 7 • 16.7k • 28
Doctor-Shotgun/L3.3-70B-Magnum-Nexus

Text Generation • 71B • Updated May 12 • 912 • 8

Doc's Diffusion

Models/loras for image diffusion.

Doctor-Shotgun/NoobAI-XL-Character-Lora

Text-to-Image • Updated Feb 8 • 3
Doctor-Shotgun/NoobAI-XL-Merges

Text-to-Image • Updated Jan 19 • 32 • 13

Doc's LLM Loras

Low-rank adapters for LLMs, to be applied during inference or used in merging.

Doctor-Shotgun/ML2-123B-Magnum-Diamond-LoRA

Updated Jun 25 • 2
Doctor-Shotgun/L3.3-70B-Magnum-Diamond-LoRA

Updated Jun 25 • 2
Doctor-Shotgun/MS3.2-24B-Magnum-Diamond-LoRA

Updated Jun 25 • 8
Doctor-Shotgun/MS3.1-24B-Magnum-Diamond-LoRA

Updated Jun 25 • 6 • 1

LLM Speculative Decoding Experiments

Tiny language models meant to serve as draft models for speculative decoding.

Doctor-Shotgun/TinyLlama-1.1B-32k

Text Generation • 1B • Updated Feb 2, 2024 • 573 • 30
Doctor-Shotgun/TinyLlama-1.1B-32k-Instruct

Text Generation • 1B • Updated Jun 7, 2024 • 1.17k • • 12
Doctor-Shotgun/smol_llama-220M-GQA-32k-theta

Text Generation • Updated Jan 10, 2024 • 5 • 1
Doctor-Shotgun/smol_llama-220M-GQA-32k-theta-sft

Text Generation • Updated Jan 10, 2024 • 4 • 2

Magnum Diamond (24B/70B/123B)

Focusing on applying enough heat and pressure to dry, assistant-tuned models until they turn into creative writing gems!

Doctor-Shotgun/ML2-123B-Magnum-Diamond

Text Generation • 123B • Updated Jul 7 • 231 • 8
Doctor-Shotgun/L3.3-70B-Magnum-Diamond

Text Generation • 71B • Updated Jun 25 • 253 • 1
Doctor-Shotgun/MS3.2-24B-Magnum-Diamond

Text Generation • 24B • Updated Jul 7 • 16.7k • 28
Doctor-Shotgun/MS3.1-24B-Magnum-Diamond

Text Generation • 24B • Updated Jul 7 • 22 • 5

Doc's LLM

Various trained and merged LLMs.

Doctor-Shotgun/L3.3-70B-Magnum-Nexus

Text Generation • 71B • Updated May 12 • 912 • 8
Doctor-Shotgun/L3.3-70B-Magnum-v5-SFT-Alpha

Text Generation • 71B • Updated May 20 • 6
Doctor-Shotgun/L3.3-70B-Magnum-v4-SE

Text Generation • 71B • Updated May 20 • 959 • 16

Qwen 3 ScatterMoE

Drop-in implementation of https://github.com/shawntan/scattermoe for efficient training of Qwen 3 MoE.

chargoddard/Qwen3-30B-A3B-Base-ScatterMoE

31B • Updated May 28 • 27
Doctor-Shotgun/Qwen3-30B-A3B-Instruct-2507-ScatterMoE

Text Generation • 31B • Updated 8 days ago • 29 • 1
Doctor-Shotgun/Qwen3-30B-A3B-Thinking-2507-ScatterMoE

Text Generation • 31B • Updated 7 days ago • 3
Doctor-Shotgun/Qwen3-Coder-30B-A3B-Instruct-ScatterMoE

Text Generation • 31B • Updated 8 days ago • 5

Doc's Graveyard

Deprecated models. Use at your own risk.

Doctor-Shotgun/Nous-Hermes-Llama2-13b-Kimiko-Lora-Merged

Text Generation • Updated Jul 30, 2023 • 1.82k • 8
Doctor-Shotgun/ds-LoRA

Text-to-Image • Updated Jul 30, 2023 • 27
Doctor-Shotgun/Chronohermes-Grad-L2-13b

Text Generation • Updated Aug 5, 2023 • 15 • 4
Doctor-Shotgun/Chronos-Hermes-v2-13b-Limarp-Lora-Merged

Text Generation • Updated Aug 10, 2023 • 14 • 1

Doc's Choice

Models that I personally recommend.

Doctor-Shotgun/ML2-123B-Magnum-Diamond

Text Generation • 123B • Updated Jul 7 • 231 • 8
Doctor-Shotgun/L3.3-70B-Magnum-Diamond

Text Generation • 71B • Updated Jun 25 • 253 • 1
Doctor-Shotgun/MS3.2-24B-Magnum-Diamond

Text Generation • 24B • Updated Jul 7 • 16.7k • 28
Doctor-Shotgun/L3.3-70B-Magnum-Nexus

Text Generation • 71B • Updated May 12 • 912 • 8

Magnum Diamond (24B/70B/123B)

Focusing on applying enough heat and pressure to dry, assistant-tuned models until they turn into creative writing gems!

Doctor-Shotgun/ML2-123B-Magnum-Diamond

Text Generation • 123B • Updated Jul 7 • 231 • 8
Doctor-Shotgun/L3.3-70B-Magnum-Diamond

Text Generation • 71B • Updated Jun 25 • 253 • 1
Doctor-Shotgun/MS3.2-24B-Magnum-Diamond

Text Generation • 24B • Updated Jul 7 • 16.7k • 28
Doctor-Shotgun/MS3.1-24B-Magnum-Diamond

Text Generation • 24B • Updated Jul 7 • 22 • 5

Doc's Diffusion

Models/loras for image diffusion.

Doctor-Shotgun/NoobAI-XL-Character-Lora

Text-to-Image • Updated Feb 8 • 3
Doctor-Shotgun/NoobAI-XL-Merges

Text-to-Image • Updated Jan 19 • 32 • 13

Doc's LLM

Various trained and merged LLMs.

Doctor-Shotgun/L3.3-70B-Magnum-Nexus

Text Generation • 71B • Updated May 12 • 912 • 8
Doctor-Shotgun/L3.3-70B-Magnum-v5-SFT-Alpha

Text Generation • 71B • Updated May 20 • 6
Doctor-Shotgun/L3.3-70B-Magnum-v4-SE

Text Generation • 71B • Updated May 20 • 959 • 16

Doc's LLM Loras

Low-rank adapters for LLMs, to be applied during inference or used in merging.

Doctor-Shotgun/ML2-123B-Magnum-Diamond-LoRA

Updated Jun 25 • 2
Doctor-Shotgun/L3.3-70B-Magnum-Diamond-LoRA

Updated Jun 25 • 2
Doctor-Shotgun/MS3.2-24B-Magnum-Diamond-LoRA

Updated Jun 25 • 8
Doctor-Shotgun/MS3.1-24B-Magnum-Diamond-LoRA

Updated Jun 25 • 6 • 1

Qwen 3 ScatterMoE

Drop-in implementation of https://github.com/shawntan/scattermoe for efficient training of Qwen 3 MoE.

chargoddard/Qwen3-30B-A3B-Base-ScatterMoE

31B • Updated May 28 • 27
Doctor-Shotgun/Qwen3-30B-A3B-Instruct-2507-ScatterMoE

Text Generation • 31B • Updated 8 days ago • 29 • 1
Doctor-Shotgun/Qwen3-30B-A3B-Thinking-2507-ScatterMoE

Text Generation • 31B • Updated 7 days ago • 3
Doctor-Shotgun/Qwen3-Coder-30B-A3B-Instruct-ScatterMoE

Text Generation • 31B • Updated 8 days ago • 5

LLM Speculative Decoding Experiments

Tiny language models meant to serve as draft models for speculative decoding.

Doctor-Shotgun/TinyLlama-1.1B-32k

Text Generation • 1B • Updated Feb 2, 2024 • 573 • 30
Doctor-Shotgun/TinyLlama-1.1B-32k-Instruct

Text Generation • 1B • Updated Jun 7, 2024 • 1.17k • • 12
Doctor-Shotgun/smol_llama-220M-GQA-32k-theta

Text Generation • Updated Jan 10, 2024 • 5 • 1
Doctor-Shotgun/smol_llama-220M-GQA-32k-theta-sft

Text Generation • Updated Jan 10, 2024 • 4 • 2

Doc's Graveyard

Deprecated models. Use at your own risk.

Doctor-Shotgun/Nous-Hermes-Llama2-13b-Kimiko-Lora-Merged

Text Generation • Updated Jul 30, 2023 • 1.82k • 8
Doctor-Shotgun/ds-LoRA

Text-to-Image • Updated Jul 30, 2023 • 27
Doctor-Shotgun/Chronohermes-Grad-L2-13b

Text Generation • Updated Aug 5, 2023 • 15 • 4
Doctor-Shotgun/Chronos-Hermes-v2-13b-Limarp-Lora-Merged

Text Generation • Updated Aug 10, 2023 • 14 • 1