Fizzarolli / phi3-4x4b-v1

huggingface.co
Total runs: 23
24-hour runs: 0
7-day runs: -2
30-day runs: 5
Model's Last Updated: June 04 2024
text-generation

Introduction of phi3-4x4b-v1

Model Details of phi3-4x4b-v1

phi 3 4x4b

a continually pretrained phi3-mini sparse moe upcycle

benchmarks
ran locally
Microsoft/phi-3-4k-instruct Fizzarolli/phi3-4x4b-v1
MMLU acc. (0-shot) 0.6799 0.6781
Hellaswag acc. (0-shot) 0.6053 0.5962
ARC-E acc. (0-shot) 0.8325 0.8367
ARC-C acc. (0-shot) 0.5546 0.5606

honestly i was expecting it to do worse :p, but those are all within a margin of error! so it didn't lose any performance, at least

open llm leaderboard

todo!

support me on ko-fi!

please i need money to stay alive and keep making models

notes

not trained on instruct data. it's pretty likely that it won't be much different from phi 3 if you use it like that, if not worse due to any forgetting of instruct formats during the continued training.

future experiments
  • the datasets for this were literally chosen on a whim. perhaps experiment with a further filtered HuggingFaceFW/fineweb-edu ?
  • actually freeze the gate layers next time (see Chen et. al, 2023 ), oops
  • MOAR TRAINING, this only went up to ~0.2 of an epoch because i ran out of dolar

Runs of Fizzarolli phi3-4x4b-v1 on huggingface.co

23
Total runs
0
24-hour runs
-1
3-day runs
-2
7-day runs
5
30-day runs

More Information About phi3-4x4b-v1 huggingface.co Model

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phi3-4x4b-v1 huggingface.co

phi3-4x4b-v1 huggingface.co is an AI model on huggingface.co that provides phi3-4x4b-v1's model effect (), which can be used instantly with this Fizzarolli phi3-4x4b-v1 model. huggingface.co supports a free trial of the phi3-4x4b-v1 model, and also provides paid use of the phi3-4x4b-v1. Support call phi3-4x4b-v1 model through api, including Node.js, Python, http.

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phi3-4x4b-v1 huggingface.co is an online trial and call api platform, which integrates phi3-4x4b-v1's modeling effects, including api services, and provides a free online trial of phi3-4x4b-v1, you can try phi3-4x4b-v1 online for free by clicking the link below.

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phi3-4x4b-v1 install

phi3-4x4b-v1 is an open source model from GitHub that offers a free installation service, and any user can find phi3-4x4b-v1 on GitHub to install. At the same time, huggingface.co provides the effect of phi3-4x4b-v1 install, users can directly use phi3-4x4b-v1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

phi3-4x4b-v1 install url in huggingface.co:

https://huggingface.co/Fizzarolli/phi3-4x4b-v1

Url of phi3-4x4b-v1

phi3-4x4b-v1 huggingface.co Url

Provider of phi3-4x4b-v1 huggingface.co

Fizzarolli
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