Lumimaid-v0.2-12B_exl2_8bpw_max

Lumimaid-v0.2-12B - EXL2 8bpw max

This is a 8bpw EXL2 quant of NeverSleep/Lumimaid-v0.2-12B

This quant was made using exllamav2-0.1.8 with default dataset. I used a slightly modified quantization script to force use of highest bpw methods for all layers in the model (which is usually "1:8b_128g s4") to ensure max quality.

I also added a small fix in config file to set max default context at 128k as original Mistral-Nemo should have.

I tested this quant shortly in some random RPs (including ones over 8k context) and it seems to work fine.

Prompt Templates

Uses Mistral format.

Original readme below

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Lumimaid 0.2

<img src="https://cdn-uploads.huggingface.co/production/uploads/63ab1241ad514ca8d1430003/ep3ojmuMkFS-GmgRuI9iB.png" alt="Image" style="display: block; margin-left: auto; margin-right: auto; width: 65%;"> <div style="text-align: center; font-size: 30px;"> <a href="https://huggingface.co/NeverSleep/Lumimaid-v0.2-8B">8b</a> - <a href="https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B">[12b]</a> - <a href="https://huggingface.co/NeverSleep/Lumimaid-v0.2-70B">70b</a> - <a href="https://huggingface.co/NeverSleep/Lumimaid-v0.2-123B">123b</a> </div>

This model is based on: Mistral-Nemo-Instruct-2407

Wandb: https://wandb.ai/undis95/Lumi-Mistral-Nemo?nw=nwuserundis95

NOTE: As explained on Mistral-Nemo-Instruct-2407 repo, it's recommended to use a low temperature, please experiment!

Lumimaid 0.1 -> 0.2 is a HUGE step up dataset wise.

As some people have told us our models are sloppy, Ikari decided to say fuck it and literally nuke all chats out with most slop.

Our dataset stayed the same since day one, we added data over time, cleaned them, and repeat. After not releasing model for a while because we were never satisfied, we think it's time to come back!

Prompt template: Mistral

<s>[INST] {input} [/INST] {output}</s>

Credits:

• Undi
• IkariDev

Training data we used to make our dataset:

• Epiculous/Gnosis
• ChaoticNeutrals/Luminous_Opus
• ChaoticNeutrals/Synthetic-Dark-RP
• ChaoticNeutrals/Synthetic-RP
• Gryphe/Sonnet3.5-SlimOrcaDedupCleaned
• Gryphe/Opus-WritingPrompts
• meseca/writing-opus-6k
• meseca/opus-instruct-9k
• PJMixers/grimulkan_theory-of-mind-ShareGPT
• NobodyExistsOnTheInternet/ToxicQAFinal
• Undi95/toxic-dpo-v0.1-sharegpt
• cgato/SlimOrcaDedupCleaned
• kalomaze/Opus_Instruct_25k
• Doctor-Shotgun/no-robots-sharegpt
• Norquinal/claude_multiround_chat_30k
• nothingiisreal/Claude-3-Opus-Instruct-15K
• All the Aesirs dataset, cleaned, unslopped
• All le luminae dataset, cleaned, unslopped
• Small part of Airoboros reduced

We sadly didn't find the sources of the following, DM us if you recognize your set !

• Opus_Instruct-v2-6.5K-Filtered-v2-sharegpt
• claude_sharegpt_trimmed
• CapybaraPure_Decontaminated-ShareGPT_reduced

Datasets credits:

• Epiculous
• ChaoticNeutrals
• Gryphe
• meseca
• PJMixers
• NobodyExistsOnTheInternet
• cgato
• kalomaze
• Doctor-Shotgun
• Norquinal
• nothingiisreal

Others

Undi: If you want to support us, you can here.

IkariDev: Visit my retro/neocities style website please kek