

# smol_llama: 220M GQA

> model card WIP, more details to come


A small 220M param (total) decoder model. This is the first version of the model.

- 1024 hidden size, 10 layers
- GQA (32 heads, 8 key-value), context length 2048
- train-from-scratch on one GPU :)

## Links 

[Here](https://huggingface.co/collections/BEE-spoke-data/finetuned-smol-220m-65998b080ae723e79c830f83) are some fine-tunes we did, but there are many more possibilities out there!

- instruct
  - openhermes - [link](https://huggingface.co/BEE-spoke-data/smol_llama-220M-openhermes)
  - open-instruct - [link](https://huggingface.co/BEE-spoke-data/smol_llama-220M-open_instruct)
- code
  - python (pypi) - [link](https://huggingface.co/BEE-spoke-data/beecoder-220M-python)
- zephyr DPO tune
  - SFT - [link](https://huggingface.co/BEE-spoke-data/zephyr-220m-sft-full)
  - full DPO - [link](https://huggingface.co/BEE-spoke-data/zephyr-220m-dpo-full)

---

{"language": ["en"], "license": "apache-2.0", "tags": ["smol_llama", "llama2"], "datasets": ["JeanKaddour/minipile", "pszemraj/simple_wikipedia_LM", "mattymchen/refinedweb-3m", "BEE-spoke-data/knowledge-inoc-concat-v1"], "inference": {"parameters": {"max_new_tokens": 64, "do_sample": true, "temperature": 0.8, "repetition_penalty": 1.05, "no_repeat_ngram_size": 4, "eta_cutoff": 0.0006, "renormalize_logits": true}}, "widget": [{"text": "My name is El Microondas the Wise, and", "example_title": "El Microondas"}, {"text": "Kennesaw State University is a public", "example_title": "Kennesaw State University"}, {"text": "Bungie Studios is an American video game developer. They are most famous for developing the award winning Halo series of video games. They also made Destiny. The studio was founded", "example_title": "Bungie"}, {"text": "The Mona Lisa is a world-renowned painting created by", "example_title": "Mona Lisa"}, {"text": "The Harry Potter series, written by J.K. Rowling, begins with the book titled", "example_title": "Harry Potter Series"}, {"text": "Question: I have cities, but no houses. I have mountains, but no trees. I have water, but no fish. What am I?\nAnswer:", "example_title": "Riddle"}, {"text": "The process of photosynthesis involves the conversion of", "example_title": "Photosynthesis"}, {"text": "Jane went to the store to buy some groceries. She picked up apples, oranges, and a loaf of bread. When she got home, she realized she forgot", "example_title": "Story Continuation"}, {"text": "Problem 2: If a train leaves Station A at 9:00 AM and travels at 60 mph, and another train leaves Station B at 10:00 AM and travels at 80 mph, when will they meet if the distance between the stations is 300 miles?\nTo determine", "example_title": "Math Problem"}, {"text": "In the context of computer programming, an algorithm is", "example_title": "Algorithm Definition"}], "pipeline_tag": "text-generation"}
transformers safetensors llama text-generation smol_llama llama2 en dataset:JeanKaddour/minipile dataset:pszemraj/simple_wikipedia_LM dataset:mattymchen/refinedweb-3m dataset:BEE-spoke-data/knowledge-inoc-concat-v1 license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us