Text Generation
PEFT
Safetensors
GGUF
lora
eurollm
multilingual
agent
posix
shell
self-directed
sek
experimental
conversational
Instructions to use tiararodney/EuroLLM-9B-Teletype with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use tiararodney/EuroLLM-9B-Teletype with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("utter-project/EuroLLM-9B-Instruct") model = PeftModel.from_pretrained(base_model, "tiararodney/EuroLLM-9B-Teletype") - Notebooks
- Google Colab
- Kaggle
| # eurollm:9b-teletype -- Ollama Modelfile | |
| # | |
| # Applies the LoRA adapter over the base as a GGUF adapter, so the base is | |
| # pulled (not redistributed) and this artifact stays small. The base's own | |
| # default ChatML template and EOS are used: ccpty serves via the OpenAI protocol | |
| # and the endpoint renders with the model's default template, so train and serve | |
| # must both use that default. | |
| # | |
| # Convert the PEFT adapter to GGUF (llama.cpp): | |
| # python llama.cpp/convert_lora_to_gguf.py . \ | |
| # --base utter-project/EuroLLM-9B-Instruct \ | |
| # --outfile teletype-lora-f16.gguf | |
| # then: | |
| # ollama create eurollm-teletype -f Modelfile | |
| # | |
| # Alternative: merge first (PeftModel.merge_and_unload over the fp16 base), | |
| # convert to a single quantized GGUF, and use `FROM ./merged-q4_k_m.gguf` with | |
| # no ADAPTER line. Standalone but a full ~5.5GB upload. | |
| # Build eurollm:9b-instruct first from the base repo (tiararodney/EuroLLM-9B-Instruct) | |
| # Modelfile, which sets EuroLLM's ChatML template + <|im_end|> stops. A bare | |
| # `FROM ./gguf` base does NOT carry them and the model never stops. This adapter | |
| # Modelfile inherits the base's template/stops; do not override them here. | |
| FROM eurollm:9b-instruct | |
| ADAPTER ./teletype-lora-f16.gguf | |
| # Operate deterministically -- this is a shell driver, not a chat partner. | |
| PARAMETER temperature 0.2 | |
| PARAMETER num_ctx 4096 | |