初始化项目,由ModelHub XC社区提供模型
Model: pvlabs/Chytrej2-Mini Source: Original Platform
This commit is contained in:
60
README.md
Normal file
60
README.md
Normal file
@@ -0,0 +1,60 @@
|
||||
---
|
||||
language:
|
||||
- en
|
||||
license: apache-2.0
|
||||
pipeline_tag: text-generation
|
||||
tags:
|
||||
- llama
|
||||
- causal-lm
|
||||
- pretrained
|
||||
- chytrej
|
||||
- base
|
||||
- tiny
|
||||
library_name: transformers
|
||||
datasets:
|
||||
- HuggingFaceFW/fineweb-edu
|
||||
---
|
||||
|
||||
# Chytrej2-Mini
|
||||
|
||||
A fully custom pretrained language model built from scratch on the LLaMA architecture trained on 2B tokens of the [FineWeb Edu](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu) dataset.
|
||||
|
||||
Built by [PingVortex Labs](https://github.com/PingVortexLabs).
|
||||
|
||||
[](https://discord.gg/5SzkjVJBs2)
|
||||
|
||||
---
|
||||
|
||||
## Model Details
|
||||
|
||||
+ **Parameters:** 20M
|
||||
+ **Context length:** 1024 tokens
|
||||
+ **Language:** English only
|
||||
+ **Format:** Base model
|
||||
+ **Architecture:** LLaMA
|
||||
+ **License:** Apache 2.0
|
||||
|
||||
---
|
||||
|
||||
## Benchmark
|
||||
+ The model achieves score of 35.77% on ARC-Easy benchmark.
|
||||
|
||||
---
|
||||
|
||||
## Usage
|
||||
|
||||
```python
|
||||
from transformers import LlamaForCausalLM, PreTrainedTokenizerFast
|
||||
|
||||
model = LlamaForCausalLM.from_pretrained("pvlabs/Chytrej2-Mini")
|
||||
tokenizer = PreTrainedTokenizerFast.from_pretrained("pvlabs/Chytrej2-Mini")
|
||||
|
||||
prompt = "Neural Networks are"
|
||||
inputs = tokenizer(prompt, return_tensors="pt")
|
||||
outputs = model.generate(**inputs, max_new_tokens=100, repetition_penalty=1.3)
|
||||
print(tokenizer.decode(outputs[0]))
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
*Made by [PingVortex](https://pingvortex.com).*
|
||||
Reference in New Issue
Block a user