176 lines
4.9 KiB
Markdown
176 lines
4.9 KiB
Markdown
---
|
|
language:
|
|
- en
|
|
license: cc-by-sa-4.0
|
|
library_name: transformers
|
|
tags:
|
|
- mergekit
|
|
- merge
|
|
base_model:
|
|
- liminerity/Multiverse-Experiment-slerp-7b
|
|
- jeiku/Alpaca_NSFW_Shuffled_Mistral
|
|
- ResplendentAI/Datura_7B
|
|
- ChaoticNeutrals/Eris_Remix_7B
|
|
datasets:
|
|
- ResplendentAI/Alpaca_NSFW_Shuffled
|
|
- unalignment/toxic-dpo-v0.2
|
|
model-index:
|
|
- name: Paradigm_7B
|
|
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: 73.63
|
|
name: normalized accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ResplendentAI/Paradigm_7B
|
|
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: 88.66
|
|
name: normalized accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ResplendentAI/Paradigm_7B
|
|
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: 64.02
|
|
name: accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ResplendentAI/Paradigm_7B
|
|
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: 75.19
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ResplendentAI/Paradigm_7B
|
|
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: 84.53
|
|
name: accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ResplendentAI/Paradigm_7B
|
|
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: 66.79
|
|
name: accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ResplendentAI/Paradigm_7B
|
|
name: Open LLM Leaderboard
|
|
---
|
|
# Paradigm
|
|
|
|
|
|
|
|
An incredibly effective and intelligent RP model designed to be the best bot you've ever used. I hope you like it!
|
|
|
|
GGUF available here: https://huggingface.co/Lewdiculous/Paradigm_7B-GGUF-IQ-Imatrix
|
|
|
|
# [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_ResplendentAI__Paradigm_7B)
|
|
|
|
| Metric |Value|
|
|
|---------------------------------|----:|
|
|
|Avg. |75.47|
|
|
|AI2 Reasoning Challenge (25-Shot)|73.63|
|
|
|HellaSwag (10-Shot) |88.66|
|
|
|MMLU (5-Shot) |64.02|
|
|
|TruthfulQA (0-shot) |75.19|
|
|
|Winogrande (5-shot) |84.53|
|
|
|GSM8k (5-shot) |66.79|
|
|
|
|
### Configuration
|
|
|
|
The following YAML configuration was used to produce this model:
|
|
|
|
```yaml
|
|
merge_method: dare_ties
|
|
base_model: ChaoticNeutrals/Eris_Remix_7B
|
|
parameters:
|
|
normalize: true
|
|
models:
|
|
- model: ChaoticNeutrals/Eris_Remix_7B
|
|
parameters:
|
|
weight: 1
|
|
- model: ResplendentAI/Datura_7B
|
|
parameters:
|
|
weight: 1
|
|
- model: liminerity/Multiverse-Experiment-slerp-7b+jeiku/Alpaca_NSFW_Shuffled_Mistral
|
|
parameters:
|
|
weight: 0.33
|
|
dtype: float16
|
|
```
|
|
# [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_ResplendentAI__Paradigm_7B)
|
|
|
|
| Metric |Value|
|
|
|---------------------------------|----:|
|
|
|Avg. |75.47|
|
|
|AI2 Reasoning Challenge (25-Shot)|73.63|
|
|
|HellaSwag (10-Shot) |88.66|
|
|
|MMLU (5-Shot) |64.02|
|
|
|TruthfulQA (0-shot) |75.19|
|
|
|Winogrande (5-shot) |84.53|
|
|
|GSM8k (5-shot) |66.79|
|
|
|