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chargoddard/llama-2-26b-trenchcoat-stack
llama-2-26b-trenchcoat-stack is a text generation model from chargoddard. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama2.
Llama 2 13b is a pretty decent language model. You know what's probably better? Two Llama 2 13b models. In a trenchcoat.
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From the Hugging Face model README
Llama 2 13b is a pretty decent language model. You know what's probably better? Two Llama 2 13b models. In a trenchcoat.
Produced by bakllama.py with this config file:
layer_slices:
- model: TheBloke/Llama-2-13B-fp16
start: 0
end: 40
- model: TheBloke/Llama-2-13B-fp16
start: 0
end: 40
No fine tuning was done on this model. Yes, it's still coherent somehow.
Benchmark results:
| Benchmark | Llama2-13b | Llama2-26b-tcs | Percent Change |
|---|---|---|---|
| ARC | 59.3 | 55.03 | -7.2% |
| HellaSwag | 82.15 | 79.9 | -2.74% |
| MMLU | 55.67 | 53.73 | -3.48% |
| TruthfulQA | 37.39 | 40.48 | +5.59% |
| Average | 58.63 | 57.29 | -2.29% |
| Average Minus TQA | 65.70 | 62.85 | -4.34% |
This tells us two very important things: