afrideva / TinyMistral-248M-GGUF

huggingface.co
Total runs: 1.1K
24-hour runs: 72
7-day runs: 418
30-day runs: 622
Model's Last Updated: December 12 2023
text-generation

Introduction of TinyMistral-248M-GGUF

Model Details of TinyMistral-248M-GGUF

Locutusque/TinyMistral-248M-GGUF

Quantized GGUF model files for TinyMistral-248M from Locutusque

Original Model Card:

A pre-trained language model, based on the Mistral 7B model, has been scaled down to approximately 248 million parameters. This model has been trained on 7,488,000 examples. This model isn't intended for direct use but for fine-tuning on a downstream task. This model should have a context length of around 32,768 tokens. Safe serialization has been removed due to issues saving model weights.

During evaluation on InstructMix, this model achieved an average perplexity score of 6.3. More epochs are planned for this model on different datasets.

Open LLM Leaderboard Evaluation Results (outdated)

Detailed results can be found here

Metric Value
Avg. 24.18
ARC (25-shot) 20.82
HellaSwag (10-shot) 26.98
MMLU (5-shot) 23.11
TruthfulQA (0-shot) 46.89
Winogrande (5-shot) 50.75
GSM8K (5-shot) 0.0
DROP (3-shot) 0.74

The purpose of this model is to prove that trillion-scale datasets are not needed to pretrain a language model. As a result of needing small datasets, this model was pretrained on a single GPU (Titan V).

Runs of afrideva TinyMistral-248M-GGUF on huggingface.co

1.1K
Total runs
72
24-hour runs
167
3-day runs
418
7-day runs
622
30-day runs

More Information About TinyMistral-248M-GGUF huggingface.co Model

More TinyMistral-248M-GGUF license Visit here:

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

TinyMistral-248M-GGUF huggingface.co

TinyMistral-248M-GGUF huggingface.co is an AI model on huggingface.co that provides TinyMistral-248M-GGUF's model effect (), which can be used instantly with this afrideva TinyMistral-248M-GGUF model. huggingface.co supports a free trial of the TinyMistral-248M-GGUF model, and also provides paid use of the TinyMistral-248M-GGUF. Support call TinyMistral-248M-GGUF model through api, including Node.js, Python, http.

TinyMistral-248M-GGUF huggingface.co Url

https://huggingface.co/afrideva/TinyMistral-248M-GGUF

afrideva TinyMistral-248M-GGUF online free

TinyMistral-248M-GGUF huggingface.co is an online trial and call api platform, which integrates TinyMistral-248M-GGUF's modeling effects, including api services, and provides a free online trial of TinyMistral-248M-GGUF, you can try TinyMistral-248M-GGUF online for free by clicking the link below.

afrideva TinyMistral-248M-GGUF online free url in huggingface.co:

https://huggingface.co/afrideva/TinyMistral-248M-GGUF

TinyMistral-248M-GGUF install

TinyMistral-248M-GGUF is an open source model from GitHub that offers a free installation service, and any user can find TinyMistral-248M-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of TinyMistral-248M-GGUF install, users can directly use TinyMistral-248M-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

TinyMistral-248M-GGUF install url in huggingface.co:

https://huggingface.co/afrideva/TinyMistral-248M-GGUF

Url of TinyMistral-248M-GGUF

TinyMistral-248M-GGUF huggingface.co Url

Provider of TinyMistral-248M-GGUF huggingface.co

afrideva
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huggingface.co

Total runs: 417
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Updated:December 18 2023
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