yujiepan / bloom-tiny-random

huggingface.co
Total runs: 2.4K
24-hour runs: 15
7-day runs: -241
30-day runs: 1.7K
Model's Last Updated: February 11 2025
text-generation

Introduction of bloom-tiny-random

Model Details of bloom-tiny-random

This model is randomly initialized, using the config from bigscience/bloom-560m but with smaller size. Note the model is in float16.

Codes:

from huggingface_hub import create_repo, upload_folder
import torch
import transformers
import os

model_id = 'bigscience/bloom-560m'
save_path = '/tmp/yujiepan/bloom-tiny-random'
repo_id = 'yujiepan/bloom-tiny-random'

config = transformers.AutoConfig.from_pretrained(model_id)
config.hidden_size = 8
config.num_attention_heads = 2
config.n_head = 2
config.n_layer = 2
config.pretraining_tp = 1
print(config)

model = transformers.AutoModelForCausalLM.from_config(config, torch_dtype=torch.float16)
model.save_pretrained(save_path)

tokenizer = transformers.AutoTokenizer.from_pretrained(model_id)
tokenizer.save_pretrained(save_path)

from optimum.intel.openvino import OVModelForCausalLM
ovmodel = OVModelForCausalLM.from_pretrained(save_path, export=True)
ovmodel = ovmodel.half()
ovmodel.save_pretrained(save_path)

os.system(f'ls -alh {save_path}')

create_repo(repo_id, exist_ok=True)
upload_folder(repo_id=repo_id, folder_path=save_path)

Runs of yujiepan bloom-tiny-random on huggingface.co

2.4K
Total runs
15
24-hour runs
18
3-day runs
-241
7-day runs
1.7K
30-day runs

More Information About bloom-tiny-random huggingface.co Model

bloom-tiny-random huggingface.co

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

bloom-tiny-random huggingface.co Url

https://huggingface.co/yujiepan/bloom-tiny-random

yujiepan bloom-tiny-random online free

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

yujiepan bloom-tiny-random online free url in huggingface.co:

https://huggingface.co/yujiepan/bloom-tiny-random

bloom-tiny-random install

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

bloom-tiny-random install url in huggingface.co:

https://huggingface.co/yujiepan/bloom-tiny-random

Url of bloom-tiny-random

bloom-tiny-random huggingface.co Url

Provider of bloom-tiny-random huggingface.co

yujiepan
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