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1Due to hardware limitation, some merge was done in 2 part.
2
3- Recreate ReML : Mythologic (v2) (Chronos/Hermes/Airboros)
4=> Replacing Chronos by The-Face-Of-Goonery/Chronos-Beluga-v2-13bfp16 (0.30)
5=> Replacing Airoboros by jondurbin/airoboros-l2-13b-2.1 (last version) (0.40)
6=> Keeping NousResearch/Nous-Hermes-Llama2-13b (0.30)
7
8Part 1: python ties_merge.py TheBloke/Llama-2-13B-fp16 ./ReML-L2-13B-part1 --merge The-Face-Of-Goonery/Chronos-Beluga-v2-13bfp16 --density 0.42 --merge jondurbin/airoboros-l2-13b-2.1 --density 0.56 --cuda
9
10Part 2: python ties_merge.py TheBloke/Llama-2-13B-fp16 ./ReML-L2-13B --merge NousResearch/Nous-Hermes-Llama2-13b --density 0.30 --merge Undi95/ReML-L2-13B-part1 --density 0.70 --cuda
11
12With that :
13- Recreate ReMM : MythoMax (v2) (Mythologic/Huginn v1)
14=> Replacing Mythologic by the one above (0.5)
15=> Replacing Huginn by The-Face-Of-Goonery/Huginn-13b-v1.2 (hottest) (0.5)
16
17Part 3: python slerpmergelm.py "The-Face-Of-Goonery_Huginn-13b-v1.2" "Undi95_ReML-L2-13B" "result"Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
{prompt}
### Response:
| Metric | Value |
|---|---|
| Avg. | 50.99 |
| ARC (25-shot) | 60.92 |
| HellaSwag (10-shot) | 83.56 |
| MMLU (5-shot) | 55.33 |
| TruthfulQA (0-shot) | 51.97 |
| Winogrande (5-shot) | 75.22 |
| GSM8K (5-shot) | 9.17 |
| DROP (3-shot) | 20.76 |