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lodrick-the-lafted/
Hermes-Instruct-7B-v0.2

Name: Hermes-Instruct-7B-v0.2
Availability: InStock

lodrick-the-lafted/Hermes-40K

apache-2.0

model-index

autotrain_compatible

text-generation-inference

endpoints_compatible

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Hermes-Instruct-7B-v0.2

Mistral-7B-Instruct-v0.2 trained with some of teknium/openhermes, in Alpaca format.

Prompt Format

Both the default Mistral-Instruct tags and Alpaca are fine, so either:

<s>[INST] {sys_prompt} {instruction} [/INST]

{sys_prompt}

### Instruction:
{instruction}

### Response:

The tokenizer defaults to Mistral-style.

Usage

python

from transformers import AutoTokenizer
import transformers
import torch

model = "lodrick-the-lafted/Hermes-Instruct-7B-v0.2"

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.	63.82
AI2 Reasoning Challenge (25-Shot)	60.92
HellaSwag (10-Shot)	82.96
MMLU (5-Shot)	60.05
TruthfulQA (0-shot)	61.01
Winogrande (5-shot)	76.87
GSM8k (5-shot)	41.09