Apollo🎖️
Collection
Experimental models
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3 items
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Updated
Apollo-7B-0529-M-5 is a merge of the following models using LazyMergekit:
models:
- model: MaziyarPanahi/Calme-7B-Instruct-v0.9
- model: yam-peleg/Experiment26-7B
- model: MTSAIR/multi_verse_model
- model: chihoonlee10/T3Q-Mistral-Orca-Math-DPO
merge_method: model_stock
base_model: BarraHome/Mistroll-7B-v2.2
dtype: bfloat16
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "NotAiLOL/Apollo-7B-0529-M-4"
messages = [{"role": "user", "content": "What is a large language model?"}]
tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
"text-generation",
model=model,
torch_dtype=torch.float16,
device_map="auto",
)
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])