Edit model card

Minueza-32Mx2-Chat

Recommended Prompt Format

<|im_start|>system
{system_message}<|im_end|>
<|im_start|>user
{user_message}<|im_end|>
<|im_start|>assistant

Recommended Inference Parameters

do_sample: true
temperature: 0.65
top_p: 0.55
top_k: 35
repetition_penalty: 1.176

Usage Example

from transformers import pipeline

generate = pipeline("text-generation", "Felladrin/Minueza-32Mx2-Chat")

messages = [
    {
        "role": "system",
        "content": "You are a helpful assistant who answers the user's questions with details and curiosity.",
    },
    {
        "role": "user",
        "content": "What are some potential applications for quantum computing?",
    },
]

prompt = generate.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)

output = generate(
    prompt,
    max_new_tokens=256,
    do_sample=True,
    temperature=0.65,
    top_k=35,
    top_p=0.55,
    repetition_penalty=1.176,
)

print(output[0]["generated_text"])

How it was trained

This model was trained with SFT Trainer and DPO Trainer, in several sessions, using the following settings:

For Supervised Fine-Tuning:

Hyperparameter Value
Learning rate 2e-6
Total train batch size 16
Max. sequence length 2048
Weight decay 0.01
Warmup ratio 0.1
Optimizer Adam with betas=(0.9,0.999) and epsilon=1e-08
Scheduler cosine
Seed 42
Neftune Noise Alpha 5

For Direct Preference Optimization:

Hyperparameter Value
Learning rate 5e-7
Total train batch size 16
Max. length 1024
Max. prompt length 512
Max. steps 200
Weight decay 0
Warmup ratio 0.1
Beta 0.1
Downloads last month
12
Safetensors
Model size
43M params
Tensor type
F32
·
Inference Examples
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.

Model tree for Felladrin/Minueza-32Mx2-Chat

Finetuned
(4)
this model
Adapters
1 model
Quantizations
1 model

Datasets used to train Felladrin/Minueza-32Mx2-Chat

Spaces using Felladrin/Minueza-32Mx2-Chat 2

Collection including Felladrin/Minueza-32Mx2-Chat