metadata
license: apache-2.0
tags:
- merge
model-index:
- name: NeuralOrca-7B-v1
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: 65.27
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1
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: 85.07
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1
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: 63.68
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1
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: 54.58
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1
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: 78.77
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1
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: 58.45
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1
name: Open LLM Leaderboard
WARNING! This is a "Frankenmerge" - this model is untested!
NeuralOrca 7B V1
By mrfakename
Please note that this is an experimental model. We cannot guarantee model quality.
This is the first (alpha) release of NeuralOrca. NeuralOrca is a merge of the following models:
- mlabonne/NeuralHermes-2.5-Mistral-7B (This model is actually OpenHermes 2.5 finetuned on Intel's Neural Chat dataset and uses the ChatML prompt format, weight: 1.0)
- Open-Orca/Mistral-7B-OpenOrca (This model uses the ChatML prompt format, weight: 0.7)
Prompt Format
We use the ChatML prompt format.
Example:
<|im_start|>system
You are NeuralOrca, a helpful AI assistant.
<|im_end|>
<|im_start|>user
How are you?<|im_end|>
<|im_start|>assistant
Evaluations
Coming soon
Context Length
The context length for this model is 8192 tokens (8K).
License
You are responsible for your use of NeuralOrca.
This software is licensed under the Apache 2.0 license. If you want to use it for commercial use, it's probably fine but please contact me first.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 67.64 |
| AI2 Reasoning Challenge (25-Shot) | 65.27 |
| HellaSwag (10-Shot) | 85.07 |
| MMLU (5-Shot) | 63.68 |
| TruthfulQA (0-shot) | 54.58 |
| Winogrande (5-shot) | 78.77 |
| GSM8k (5-shot) | 58.45 |