Platyboros-Instruct-7B
Mistral-7B-Instruct-v0.2 trained with jondurbin/airoboros-3.2 and garage-bAInd/Open-Platypus, in Alpaca format.
Prompt Format
Both the default Mistral-Instruct tags and Alpaca are fine, so either:
<s>[INST] {sys_prompt} {instruction} [/INST]
or
{sys_prompt}
### Instruction:
{instruction}
### Response:
The tokenizer default is Alpaca this time around.
Usage
from transformers import AutoTokenizer
import transformers
import torch
model = "lodrick-the-lafted/Platyboros-Instruct-7B"
tokenizer = AutoTokenizer.from_pretrained(model)
pipeline = transformers.pipeline(
"text-generation",
model=model,
model_kwargs={"torch_dtype": torch.bfloat16},
)
messages = [{"role": "user", "content": "Give me a cooking recipe for an apple pie."}]
prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_p=0.95)
print(outputs[0]["generated_text"])
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
Metric | Value |
---|---|
Avg. | 64.19 |
AI2 Reasoning Challenge (25-Shot) | 57.76 |
HellaSwag (10-Shot) | 82.59 |
MMLU (5-Shot) | 62.05 |
TruthfulQA (0-shot) | 60.92 |
Winogrande (5-shot) | 78.14 |
GSM8k (5-shot) | 43.67 |
- Downloads last month
- 72
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Datasets used to train lodrick-the-lafted/Platyboros-Instruct-7B
Spaces using lodrick-the-lafted/Platyboros-Instruct-7B 5
Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard57.760
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard82.590
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard62.050
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard60.920
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard78.140
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard43.670