metadata
language:
- en
- fr
- es
- hi
- zh
- code
license: other
datasets:
- HuggingFaceH4/no_robots
- mlabonne/guanaco-llama2-1k
- OpenAssistant/oasst_top1_2023-08-25
- totally-not-an-llm/EverythingLM-data-V3
base_model: microsoft/Orca-2-13b
widget:
- example_title: folklore
text: |
<|im_start|>user
Are the stories of Nahanni Valley, like the decapitated men, true?
<|im_end|>
<|im_start|>assistant
output:
text: >-
The Nahanni Valley in Canada is a remote and rugged region that has long
been shrouded in mystery. It is home to the South Nahanni River, which
was designated as a UNESCO World Heritage Site due to its exceptional
natural beauty and biodiversity. The valley's history includes tales of
gold prospectors, fur traders, and indigenous populations, but it also
features some unexplained events and legends. One such story involves
two prospectors who allegedly encountered an unknown creature that led
them into the forest before returning without their heads. This tale has
been passed down through generations, but there are no definitive
answers regarding its veracity.
It is important to note that these stories may have originated from
local folklore or were exaggerated over time. There is no concrete
evidence to support the existence of supernatural creatures or
paranormal occurrences within the Nahanni Valley. Nonetheless, the area
remains a captivating destination for those seeking adventure and
exploration. If you have any questions about this topic or need
assistance related to traveling to the Nahanni Valley, please feel free
to ask!
- example_title: Alan Turing
text: |
<|im_start|>user
Why was Alan Turing castrated?
<|im_end|>
<|im_start|>assistant
output:
text: >-
Alan Turing, a renowned mathematician and computer scientist who played
a crucial role in breaking the German Enigma code during World War II,
faced significant challenges due to his homosexuality. In 1952, he was
convicted of "gross indecency" for engaging in a consensual relationship
with another man, which led to him being sentenced to hormone therapy
designed to reduce his sex drive. This treatment included the
administration of estrogen, which had the side effect of causing breast
growth.
In an effort to avoid this unwanted physical change, Turing requested
that his doctors cease the hormone treatments. However, they ignored his
request and continued the therapy without his consent. As a result,
Turing's breasts began to grow, leading him to undergo surgery to remove
them. The operation, known as a mastectomy, caused considerable pain and
discomfort, further contributing to his emotional turmoil.
It is important to note that Turing's castration was not directly
carried out by the authorities but rather resulted from the unintended
consequences of the forced hormone therapy.
model-index:
- name: Orca-2-13B-no_robots
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: 59.13
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13B-no_robots
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: 79.57
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13B-no_robots
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: 60.28
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13B-no_robots
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: 51.17
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13B-no_robots
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: 80.35
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13B-no_robots
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: 27.29
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Locutusque/Orca-2-13B-no_robots
name: Open LLM Leaderboard
The "microsoft/Orca-2-13b" model fully fine-tuned on HuggingFaceH4/no_robots, totally-not-an-llm/EverythingLM-data-V3, mlabonne/guanaco-llama2-1k, and OpenAssistant/oasst_top1_2023-08-25. This model achieved a test loss of 0.18.
Make sure to comply with the microsoft research license. Please read it before using this model.
This model was trained on the ChatML prompt template.
The responses seen in the inference API were generated using the following sampling parameters:
temperature = 0.1
top_p = 0.14
top_k = 41
repetition_penalty = 1.176
Updates:
12/18/23 - 🔥 This model holds the #5 position on the Open LLM Leaderboard among llama2-13b models. 🔥
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 59.63 |
| AI2 Reasoning Challenge (25-Shot) | 59.13 |
| HellaSwag (10-Shot) | 79.57 |
| MMLU (5-Shot) | 60.28 |
| TruthfulQA (0-shot) | 51.17 |
| Winogrande (5-shot) | 80.35 |
| GSM8k (5-shot) | 27.29 |