yujiepan / mixtral-tiny-random

huggingface.co
Total runs: 239
24-hour runs: 0
7-day runs: -388
30-day runs: -308
Model's Last Updated: April 02 2024
text-generation

Introduction of mixtral-tiny-random

Model Details of mixtral-tiny-random

This model is randomly initialized, using the config from mistralai/Mixtral-8x7B-Instruct-v0.1 but with smaller size. Note the model is in float16.

Codes:

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

model_id = 'mistralai/Mixtral-8x7B-Instruct-v0.1'
save_path = '/tmp/yujiepan/mixtral-tiny-random'
repo_id = 'yujiepan/mixtral-tiny-random'

config = transformers.AutoConfig.from_pretrained(model_id)
config.hidden_size = 4
config.intermediate_size = 8
config.num_attention_heads = 4
config.num_experts_per_tok = 2
config.num_hidden_layers = 2
config.num_key_value_heads = 2
config.num_local_experts = 8
print(config)

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

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

pipe = pipeline('text-generation', model=model, tokenizer=tokenizer, do_sample=False, device='cuda')
print(pipe('Hello World!'))

model.save_pretrained(save_path)

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

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

239
Total runs
0
24-hour runs
-5
3-day runs
-388
7-day runs
-308
30-day runs

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mixtral-tiny-random huggingface.co

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

mixtral-tiny-random huggingface.co Url

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

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

mixtral-tiny-random install

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

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

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

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yujiepan
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