Trelis / TinyLlama-chat-ORPO-beta0.2

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: -1
30-day runs: -1
Model's Last Updated: March 28 2024
text-generation

Introduction of TinyLlama-chat-ORPO-beta0.2

Model Details of TinyLlama-chat-ORPO-beta0.2

ORPO Fine-tune with beta=0.2 by Trelis Research

Uses the Llama 2 model template.

Original model card follows below.


# TinyLlama-1.1B
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https://github.com/jzhang38/TinyLlama

The TinyLlama project aims to **pretrain** a **1.1B Llama model on 3 trillion tokens**. With some proper optimization, we can achieve this within a span of "just" 90 days using 16 A100-40G GPUs 🚀🚀. The training has started on 2023-09-01. 

<div align="center">
  <img src="/Trelis/TinyLlama-chat-ORPO-beta0.2/resolve/main/TinyLlama_logo.png" width="300"/>
</div>

We adopted exactly the same architecture and tokenizer as Llama 2. This means TinyLlama can be plugged and played in many open-source projects built upon Llama. Besides, TinyLlama is compact with only 1.1B parameters. This compactness allows it to cater to a multitude of applications demanding a restricted computation and memory footprint.

#### This Collection
This collection contains all checkpoints after the 1T fix. Branch name indicates the step and number of tokens seen.

#### Eval

| Model                                     | Pretrain Tokens | HellaSwag | Obqa | WinoGrande | ARC_c | ARC_e | boolq | piqa | avg |
|-------------------------------------------|-----------------|-----------|------|------------|-------|-------|-------|------|-----|
| Pythia-1.0B                               |        300B     | 47.16     | 31.40| 53.43      | 27.05 | 48.99 | 60.83 | 69.21 | 48.30 |
| TinyLlama-1.1B-intermediate-step-50K-104b |        103B     | 43.50     | 29.80| 53.28      | 24.32 | 44.91 | 59.66 | 67.30 | 46.11|
| TinyLlama-1.1B-intermediate-step-240k-503b|        503B     | 49.56     |31.40 |55.80       |26.54  |48.32  |56.91  |69.42  | 48.28 |
| TinyLlama-1.1B-intermediate-step-480k-1007B |     1007B     | 52.54     | 33.40 | 55.96      | 27.82 | 52.36 | 59.54 | 69.91 | 50.22 |
| TinyLlama-1.1B-intermediate-step-715k-1.5T |     1.5T     | 53.68     | 35.20 | 58.33      | 29.18 | 51.89 | 59.08 | 71.65 | 51.29 |
| TinyLlama-1.1B-intermediate-step-955k-2T |     2T     | 54.63     | 33.40 | 56.83      | 28.07 | 54.67 | 63.21 | 70.67 | 51.64 |
| TinyLlama-1.1B-intermediate-step-1195k-2.5T              |     2.5T     | 58.96     | 34.40 | 58.72      | 31.91 | 56.78 | 63.21 | 73.07 | 53.86|
| TinyLlama-1.1B-intermediate-step-1431k-3T |     3T     | 59.20     | 36.00 | 59.12      | 30.12 | 55.25 | 57.83 | 73.29 | 52.99|

Runs of Trelis TinyLlama-chat-ORPO-beta0.2 on huggingface.co

16
Total runs
0
24-hour runs
1
3-day runs
-1
7-day runs
-1
30-day runs

More Information About TinyLlama-chat-ORPO-beta0.2 huggingface.co Model

More TinyLlama-chat-ORPO-beta0.2 license Visit here:

https://choosealicense.com/licenses/apache-2.0

TinyLlama-chat-ORPO-beta0.2 huggingface.co

TinyLlama-chat-ORPO-beta0.2 huggingface.co is an AI model on huggingface.co that provides TinyLlama-chat-ORPO-beta0.2's model effect (), which can be used instantly with this Trelis TinyLlama-chat-ORPO-beta0.2 model. huggingface.co supports a free trial of the TinyLlama-chat-ORPO-beta0.2 model, and also provides paid use of the TinyLlama-chat-ORPO-beta0.2. Support call TinyLlama-chat-ORPO-beta0.2 model through api, including Node.js, Python, http.

TinyLlama-chat-ORPO-beta0.2 huggingface.co Url

https://huggingface.co/Trelis/TinyLlama-chat-ORPO-beta0.2

Trelis TinyLlama-chat-ORPO-beta0.2 online free

TinyLlama-chat-ORPO-beta0.2 huggingface.co is an online trial and call api platform, which integrates TinyLlama-chat-ORPO-beta0.2's modeling effects, including api services, and provides a free online trial of TinyLlama-chat-ORPO-beta0.2, you can try TinyLlama-chat-ORPO-beta0.2 online for free by clicking the link below.

Trelis TinyLlama-chat-ORPO-beta0.2 online free url in huggingface.co:

https://huggingface.co/Trelis/TinyLlama-chat-ORPO-beta0.2

TinyLlama-chat-ORPO-beta0.2 install

TinyLlama-chat-ORPO-beta0.2 is an open source model from GitHub that offers a free installation service, and any user can find TinyLlama-chat-ORPO-beta0.2 on GitHub to install. At the same time, huggingface.co provides the effect of TinyLlama-chat-ORPO-beta0.2 install, users can directly use TinyLlama-chat-ORPO-beta0.2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

TinyLlama-chat-ORPO-beta0.2 install url in huggingface.co:

https://huggingface.co/Trelis/TinyLlama-chat-ORPO-beta0.2

Url of TinyLlama-chat-ORPO-beta0.2

TinyLlama-chat-ORPO-beta0.2 huggingface.co Url

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