Experimenting-Test4.5-8B-2
Experimenting-Test4.5-8B-2 is a merge of the following models using LazyMergekit:
🧩 Configuration
models:
- model: Kaoeiri/Experimenting-Test3.5-8B-2
parameters:
density: .76
weight: .64
- model: cgato/L3-TheSpice-8b-v0.1.3
parameters:
density: .366
weight: .4
- model: Sao10K/L3-Solana-8B-v1
parameters:
density: .4
weight: .46
merge_method: model_stock
base_model: cgato/L3-TheSpice-8b-v0.1.3
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
💻 Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "Kaoeiri/Experimenting-Test4.5-8B-2"
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=0.9, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])