Grafted-Hermetic-Platypus-D-2x7B

MoE merge of

• Platyboros-Instruct-7B
• Hermes-Instruct-7B-v0.2

Basically the same thing as GHP-A.

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/Grafted-Hermetic-Platypus-A-2x7B"

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 pumpkin 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.	64.24
AI2 Reasoning Challenge (25-Shot)	58.87
HellaSwag (10-Shot)	82.89
MMLU (5-Shot)	61.96
TruthfulQA (0-shot)	61.02
Winogrande (5-shot)	77.43
GSM8k (5-shot)	43.29