63 lines
2.2 KiB
Markdown
63 lines
2.2 KiB
Markdown
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---
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license: apache-2.0
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language:
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- en
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tags:
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- simllama
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- llama
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- smol-smoltalk
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- slm
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- 400m
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datasets:
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- HuggingFaceTB/smol-smoltalk
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- exnivo/tinybrain-instruct-sft-200k
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- OpenAssistant/oasst2
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- OpenAssistant/oasst1
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- drwlf/medra-thinking-768
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- togethercomputer/llama-instruct
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- interview-eval/MATH
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- RLAIF/mbpp
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---
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Checkpoint info: Loss around 1.8 when training. Epoch 2. More data unavaiable due to my trainer bugging out.<br>
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Loss on whole dataset: 2.0506176433255594 <br>
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Perplexity on whole dataset: 7.77 <br>
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Base model: https://huggingface.co/simonko912/simllama-1.1-base <br>
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| Dataset | Loss | Perplexity |
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|----------------|-------|------------|
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| WikiText-2 | 3.188 | 24.24 |
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| Penn Treebank | 4.059 | 57.94 |
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| LAMBADA | 3.656 | 38.70 |
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| C4 | 3.302 | 27.16 |
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Context: 4096 tokens total <br>
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Size: 0.4B <br>
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Extra info: Dense model, llama like arch. <br>
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### Examples
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````
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User: Make a hello world python program [/INST]
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Full prompt format (leave empty for raw input):
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Assistant: Here's an example Python program that takes in a string as input and prints it:
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```
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python
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def hello_world():
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print("Hello, world!")
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```
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````
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````
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User: What is the capital of france? [/INST]
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Full prompt format (leave empty for raw input):
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Assistant: The capital of France is Paris.
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***
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Paris is famous for its historical landmarks and cultural institutions. Here are some of the most popular tourist attractions:
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* Clock Tower: This iconic clock tower is one of the most famous in the world, and it's also one of the most famous clocks in the world.
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* Notre Dame Cathedral: A beautiful Gothic cathedral with intricate carvings and a stunning view of the city.
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* La Plaza de la Seine: A beautiful and historic landmark, it's one of the most famous landmarks in the world.
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* Vatican City: A UNESCO World Heritage Site, the Vatican City is one of the world's largest and most visited tourist destinations.
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* Santa Cruz de la Catedral: A historic city with a rich history and culture, it's one of the most famous and vibrant cities in the world.
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* Santa Monica de los Nevis: A historic city with a rich history and cultural significance, it's one of the most famous tourist spots in the world.
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````
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