Model reference · open weights

gemma-2

Available as managed deployment LLMs unsloth Text gen 2 variants 43k dl/mo

gemma-2 is an open-weight language model from unsloth. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.

Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.

What it is

Released byunsloth
TypeLanguage models
TaskText gen
Parameters (lead)27.2B
Context8k tokens
Runs withtransformers
Released2024-06-27
Popularity43k downloads / month
LicenceOpen, with conditions

About

What gemma-2 is

Reminder to use the dev version Transformers:

pip install git+https://github.com/huggingface/transformers.git

Finetune Gemma, Llama 3, Mistral 2-5x faster with 70% less memory via Unsloth!

Directly quantized 4bit model with bitsandbytes.

Read the full model card

All notebooks are beginner friendly! Add your dataset, click "Run All", and you'll get a 2x faster finetuned model which can be exported to GGUF, vLLM or uploaded to Hugging Face.

  • * Kaggle has 2x T4s, but we use 1. Due to overhead, 1x T4 is 5x faster.

From the published model card. Full card on the HuggingFace links in the sidebar.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys unsloth-gemma-2 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (unsloth-gemma-2 below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/chat/completions \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"unsloth-gemma-2","messages":[{"role":"user","content":"Hello"}]}'

Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.

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