Text Generation
PEFT
Safetensors
English
Russian
qwen
qwen3.5
lora
unsloth
trl
sft
code
reasoning
bilingual
obsidian
graphite
conversational
Instructions to use OpenReasonAI/Graphite1.0-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use OpenReasonAI/Graphite1.0-4B with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-4B-Base") model = PeftModel.from_pretrained(base_model, "OpenReasonAI/Graphite1.0-4B") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Unsloth Studio new
How to use OpenReasonAI/Graphite1.0-4B with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for OpenReasonAI/Graphite1.0-4B to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for OpenReasonAI/Graphite1.0-4B to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for OpenReasonAI/Graphite1.0-4B to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="OpenReasonAI/Graphite1.0-4B", max_seq_length=2048, )
| { | |
| "masked_tokens": 0, | |
| "supervised_tokens": 174, | |
| "first_supervised_index": 0, | |
| "supervised_preview": "System:\\nReturn the smallest useful answer. Do not invent missing evidence.\\n\\nUser:\\nGitHub issue\ntitle: export path still points at legacy folder\nrepo: apps/desktop-shell\nbranch: hotfix/06-36\nsteps:\n1. run `npm run build`\n2. open `src/bootstrap.ts`\n3. symptom: ENOENT: no such file or directory, open 'dist/server.js'\nexpected: one source" | |
| } |