143 lines
4.1 KiB
Markdown
143 lines
4.1 KiB
Markdown
|
|
---
|
||
|
|
language:
|
||
|
|
- en
|
||
|
|
base_model:
|
||
|
|
- Endevor/InfinityRP-v1-7B
|
||
|
|
- grimjim/kukulemon-7B
|
||
|
|
license: apache-2.0
|
||
|
|
tags:
|
||
|
|
- safetensors
|
||
|
|
- mixtral
|
||
|
|
- not-for-all-audiences
|
||
|
|
- nsfw
|
||
|
|
model-index:
|
||
|
|
- name: InfinityKumon-2x7B
|
||
|
|
results:
|
||
|
|
- task:
|
||
|
|
type: text-generation
|
||
|
|
name: Text Generation
|
||
|
|
dataset:
|
||
|
|
name: AI2 Reasoning Challenge (25-Shot)
|
||
|
|
type: ai2_arc
|
||
|
|
config: ARC-Challenge
|
||
|
|
split: test
|
||
|
|
args:
|
||
|
|
num_few_shot: 25
|
||
|
|
metrics:
|
||
|
|
- type: acc_norm
|
||
|
|
value: 69.62
|
||
|
|
name: normalized accuracy
|
||
|
|
source:
|
||
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=R136a1/InfinityKumon-2x7B
|
||
|
|
name: Open LLM Leaderboard
|
||
|
|
- task:
|
||
|
|
type: text-generation
|
||
|
|
name: Text Generation
|
||
|
|
dataset:
|
||
|
|
name: HellaSwag (10-Shot)
|
||
|
|
type: hellaswag
|
||
|
|
split: validation
|
||
|
|
args:
|
||
|
|
num_few_shot: 10
|
||
|
|
metrics:
|
||
|
|
- type: acc_norm
|
||
|
|
value: 87.09
|
||
|
|
name: normalized accuracy
|
||
|
|
source:
|
||
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=R136a1/InfinityKumon-2x7B
|
||
|
|
name: Open LLM Leaderboard
|
||
|
|
- task:
|
||
|
|
type: text-generation
|
||
|
|
name: Text Generation
|
||
|
|
dataset:
|
||
|
|
name: MMLU (5-Shot)
|
||
|
|
type: cais/mmlu
|
||
|
|
config: all
|
||
|
|
split: test
|
||
|
|
args:
|
||
|
|
num_few_shot: 5
|
||
|
|
metrics:
|
||
|
|
- type: acc
|
||
|
|
value: 64.97
|
||
|
|
name: accuracy
|
||
|
|
source:
|
||
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=R136a1/InfinityKumon-2x7B
|
||
|
|
name: Open LLM Leaderboard
|
||
|
|
- task:
|
||
|
|
type: text-generation
|
||
|
|
name: Text Generation
|
||
|
|
dataset:
|
||
|
|
name: TruthfulQA (0-shot)
|
||
|
|
type: truthful_qa
|
||
|
|
config: multiple_choice
|
||
|
|
split: validation
|
||
|
|
args:
|
||
|
|
num_few_shot: 0
|
||
|
|
metrics:
|
||
|
|
- type: mc2
|
||
|
|
value: 61.99
|
||
|
|
source:
|
||
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=R136a1/InfinityKumon-2x7B
|
||
|
|
name: Open LLM Leaderboard
|
||
|
|
- task:
|
||
|
|
type: text-generation
|
||
|
|
name: Text Generation
|
||
|
|
dataset:
|
||
|
|
name: Winogrande (5-shot)
|
||
|
|
type: winogrande
|
||
|
|
config: winogrande_xl
|
||
|
|
split: validation
|
||
|
|
args:
|
||
|
|
num_few_shot: 5
|
||
|
|
metrics:
|
||
|
|
- type: acc
|
||
|
|
value: 81.93
|
||
|
|
name: accuracy
|
||
|
|
source:
|
||
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=R136a1/InfinityKumon-2x7B
|
||
|
|
name: Open LLM Leaderboard
|
||
|
|
- task:
|
||
|
|
type: text-generation
|
||
|
|
name: Text Generation
|
||
|
|
dataset:
|
||
|
|
name: GSM8k (5-shot)
|
||
|
|
type: gsm8k
|
||
|
|
config: main
|
||
|
|
split: test
|
||
|
|
args:
|
||
|
|
num_few_shot: 5
|
||
|
|
metrics:
|
||
|
|
- type: acc
|
||
|
|
value: 63.53
|
||
|
|
name: accuracy
|
||
|
|
source:
|
||
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=R136a1/InfinityKumon-2x7B
|
||
|
|
name: Open LLM Leaderboard
|
||
|
|
---
|
||
|
|
|
||
|
|
## InfinityKumon-2x7B
|
||
|
|
|
||
|
|

|
||
|
|
|
||
|
|
Another MoE merge from [Endevor/InfinityRP-v1-7B](https://huggingface.co/Endevor/InfinityRP-v1-7B) and [grimjim/kukulemon-7B](https://huggingface.co/grimjim/kukulemon-7B).
|
||
|
|
|
||
|
|
The reason? Because I like InfinityRP-v1-7B so much and wondering if I can improve it even more by merging 2 great models into MoE.
|
||
|
|
|
||
|
|
### Prompt format:
|
||
|
|
Alpaca or ChatML
|
||
|
|
|
||
|
|
Switch: [FP16](https://huggingface.co/R136a1/InfinityKumon-2x7B) - [GGUF](https://huggingface.co/R136a1/InfinityKumon-2x7B-GGUF)
|
||
|
|
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
||
|
|
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_R136a1__InfinityKumon-2x7B)
|
||
|
|
|
||
|
|
| Metric |Value|
|
||
|
|
|---------------------------------|----:|
|
||
|
|
|Avg. |71.52|
|
||
|
|
|AI2 Reasoning Challenge (25-Shot)|69.62|
|
||
|
|
|HellaSwag (10-Shot) |87.09|
|
||
|
|
|MMLU (5-Shot) |64.97|
|
||
|
|
|TruthfulQA (0-shot) |61.99|
|
||
|
|
|Winogrande (5-shot) |81.93|
|
||
|
|
|GSM8k (5-shot) |63.53|
|
||
|
|
|