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hummingbird-2.1-110m
qikp/hummingbird-2.1-110m
hummingbird-2.1-110m is a text generation model from qikp. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
🎉 You are looking at Hummingbird 2.1, which uses Cerebras-GPT instead of OpenAI's GPT-2.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Mar 2, 2026
- Updated
- Mar 3, 2026
- SHA
- 914c3832
Try a prompt
Base models
Model card
From the Hugging Face model README
Hummingbird
🎉 You are looking at Hummingbird 2.1, which uses Cerebras-GPT instead of OpenAI's GPT-2.
Hummingbird is a Cerebras-GPT derivative trained to be conversational.
Training
The model was trained using the paged_adamw_8bit optimizer, gradient checkpointing, 500 steps, 1 batch size, and 4 gradient accumulation steps.
Datasets
The training corpus is made up of:
- First 1400 rows of qikp/reborn-5k-no-thoughts (a collate of Dolly)
- First 500 rows of HuggingFaceTB/smol-smoltalk
- First 100 rows of HuggingFaceTB/everyday-conversations-llama3.1-2k
The train / train_sft splits were used.
Chat template
The Zephyr chat template was used.
Limitations
The model frequently outputs incorrect information, confirmation with a larger, mature model is advised.
Benchmark
This model was benchmarked and compared using embeddings. See the results here.
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Languages
- en
- Created
- Mar 2, 2026
- Updated
- Mar 3, 2026