Amber

by LLM360

Find this model in our guide:

Good large language models for education

18 March 2025

About the model:

Model released to make LLM training knowledge accessible to all.

Model type:

Text

Model performance class:

Limited

Link to the model:

https://huggingface.co/LLM360/AmberSafe

Base models:

Amber

End model:

AmberSafe

End model license:

Apache-2.0

About the organisation:

LLM360, an initiative to fully open-source LLMs.

Link to the organisation:

https://www.llm360.ai/index.html

Model release date:

November 2023

Availability

Base Model Data

data well-documented and openly available.

https://huggingface.co/datasets/LLM360/AmberDatasets

End User Model Data

RL and fine-tuning data shared and documented.

https://huggingface.co/datasets/WizardLM/WizardLM_evol_instruct_V2_196k

Base Model Weights

360 model checkpoints released.

https://huggingface.co/LLM360/Amber

End User Model Weights

Finetuned model available for download.

https://huggingface.co/LLM360/AmberChat

Training Code

amber-train repository includes code for training and finetuning.

https://github.com/LLM360/amber-train/tree/main

Documentation

Code Documentation

Code documented in helpful readme.md files but only partly inline.

https://github.com/LLM360

Hardware Architecture

Architecture described in preprint, but not all details documented.

https://arxiv.org/abs/2312.06550

Preprint

Preprint describes architecture, design choices, training and fine-tuning.

https://arxiv.org/abs/2312.06550

Paper

Paper published in COLM.

https://openreview.net/forum?id=QdWhj0QZFw

Modelcard

Model card doesn't specify use or limitations.

https://huggingface.co/LLM360/AmberChat

Datasheet

Concise description (better than most), but doesn't specify funders, purposes, representativeness, legal status as prescribed by datasheets industry standard.

https://huggingface.co/datasets/LLM360/AmberDatasets

Access

Package

No released package found.

API and Meta Prompts

Free Huggingface inference API.

https://huggingface.co/LLM360/AmberChat

Licenses

Everything licensed under Apache 2.0.

https://huggingface.co/LLM360/AmberChat

Last updated 04 September 2025

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