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---
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](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Locutusque__Orca-2-13B-no_robots)
| 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|
|