Boris-1.3-125M-Instruct

Boris-1.3-125M-Instruct

Boris-1.3-125M-Instruct is a 125 million-parameter language model created by New Millennium Artificial Intelligence (NMAI).

This is an instruction-tuned model. It follows instructions and holds a conversation. For the base (pretrained-only) version, see KSP-NMAI/Boris-1.3-125M.

Usage

from transformers import AutoModelForCausalLM, AutoTokenizer

tok = AutoTokenizer.from_pretrained("KSP-NMAI/Boris-1.3-125M-Instruct")
model = AutoModelForCausalLM.from_pretrained("KSP-NMAI/Boris-1.3-125M-Instruct")

messages = [{"role": "user", "content": "What's a good way to start learning C?"}]
ids = tok.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt")
out = model.generate(ids, max_new_tokens=120, do_sample=True, top_p=0.95)
print(tok.decode(out[0][ids.shape[-1]:], skip_special_tokens=True))

Details

Fine-tuning

Fine-tuned on smol-smoltalk and OpenAssistant conversational data (OASST1) over 5.6 hours on one RTX 3060.

Limitations

A model of this size will produce text that is frequently inaccurate, inconsistent, or offensive. It has received no alignment or safety tuning and should not be used for factual reference or deployed without supervision.

Copyright & License

Copyright 2026 OpenCerebral

This project and all associated files (the "Work") are licensed under the Apache License, Version 2.0 (the "License"); you may not use this project except in compliance with the License. You may obtain a copy of the License at:

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.