Top Tweets for #HowToRun
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ちょこ＋らぶ＝ふぇありー
Blu-ray&DVD🍫💓🧚🏻♀️
本日6月19日発売🥳
＼
いわちからのメッセージ動画が到着🥰
🎵 https://t.co/sCB4CoLmcu
🔴 https://t.co/Kt6llDYDvZ
📀 https://t.co/q47ruWllsQ
#ちょこらぶふぇありー
#岩橋玄樹
🏃🏃🏃
#HowToRun
उष्णता कमी करण्यासाठी उत्तम आहे हा संदेश
चला सगळीकडे झाडे झाडे झाडे लावुया
#howtorun gemma in one go + @Gradio UI and correct prompt format. Copy paste this python script into a jupyter notebook or .py file, needs 18 gb vram to run in full bf16, bitsnbytes support is choppy, temporary link from me here https://t.co/zer9Llj00U
#!pip install -U -q gradio accelerate bitsandbytes transformers pipeline utils flash-attn
#!huggingface-cli login --token hf_gogetyourownhuggingfacetokeninyoursettingsacceesstoken
import gradio as gr
import torch
from transformers import AutoModelForCausalLM, BitsAndBytesConfig, AutoTokenizer, StoppingCriteria, StoppingCriteriaList, TextIteratorStreamer
from threading import Thread
#quantization_config = BitsAndBytesConfig(load_in_8bit=True)
tokenizer = AutoTokenizer.from_pretrained("google/gemma-7b-it")
model=AutoModelForCausalLM.from_pretrained("google/gemma-7b-it",
device_map="cuda:0",
torch_dtype=torch.bfloat16,
#quantization_config=quantization_config
#attn_implementation="flash_attention_2",
)
model = https://t.co/UpIw8FeM3x('cuda:0')
class StopOnTokens(StoppingCriteria):
def __init__(self, stop_tokens):
self.stop_token_ids = [tokenizer.encode(token)[0] for token in stop_tokens]
def __call__(self, input_ids: torch.LongTensor, scores: torch.FloatTensor, **kwargs) -> bool:
for stop_id in self.stop_token_ids:
if input_ids[0][-1] == stop_id:
return True
return False
def predict(message, history):
tokenizer = AutoTokenizer.from_pretrained("google/gemma-7b-it")
history_transformer_format = history + [[message, ""]]
stop = StopOnTokens(["<end_of_turn>"])
messages = "This is a problem-solving chat between a user and a hyperintelligent ai model. ".join(["".join(["\n<user>:"+item[0], "\n<model>:"+item[1]])
for item in history_transformer_format])
model_inputs = tokenizer([messages], return_tensors="pt").to("cuda:0")
streamer = TextIteratorStreamer(tokenizer, timeout=100., skip_prompt=True, skip_special_tokens=True)
generate_kwargs = dict(
model_inputs,
streamer=streamer,
max_new_tokens=2048,
do_sample=True,
top_p=0.95,
top_k=1000,
temperature=0.3,
num_beams=1,
stopping_criteria=StoppingCriteriaList([stop])
)
t = Thread(target=model.generate, kwargs=generate_kwargs)
t.start()
partial_message = ""
for new_token in streamer:
if new_token != '<':
partial_message += new_token
yield partial_message
gr.ChatInterface(predict).launch(share=True, debug=True)
膝の上で遊ぶ仲良し子猫姉妹💕【道路のずぶ濡れ子猫保護3日目】
https://t.co/lIC6zVtjNm
#夢中 #Bosskichi #Bosskichi #Cat #Funny #HowToRun #Interesting
Another enjoyable Parkrun. Not long now till the @BostonMar_Pro starting to get oh so real #run #runner #running #tonyjamesrunning #RunningMan #BostonMarathon #marathontraining #howtorun
Know a friend who wants to start #running? In addition to the #mentalhealth part of the story, my #memoir is a good #howtorun primmer. BUY LINK: https://t.co/tjWafVrlcy #giftideas
Depression Hates a Moving Target: How Running with My Dog Brought Me Back from the Brink @NitaSweeney https://t.co/IVmTAKSZVX #booksaboutmentalhealth #memoir
Kindle is at $2.99 this morning. Got your copy yet? https://t.co/t2UlqocRWn #booksaboutrunning #howtorun #howtorunamarathon #mentalhealthbooks
@NitaSweeney Thanks sooo much, Nita!! Also, I ran, slowly, another 2 miles on the treadmill at Planet Fitness! This idea, I got from your book, when you ran a race, then added a few miles on to your mileage!!!
I'm looking forward to this one. If you coach or work with junior athletes, this is the conference for you. #ukrunchat #running #endurance #runners #runningcoach #youthdevelopment #HowtoRun
The deadline to book onto our International Virtual Youth Development Conference is TOMORROW (30 Nov)! Our online conference (5/6 Dec) features a fantastic line-up of speakers. 1-Day/2-Day passes available + discounts for registered members. Sign up: https://t.co/B7NjuBqGbv
This morning we had $8K to go now it's less than $4K. We're going to smash this $100K target. So excited to be inspiring new teams to join up as we start this challenge TOMORROW!! #wishmeluck #howtorun #madetowalk https://t.co/oVujDyjnCA
Y como prometimos...
Test Sonic 3 Confidence 👟👌
Calentamiento 🚶
Técnica de carrera 🏃
Y unos cambios 🏃💨
@Salomon_Spain @Suunto1Esp
@VillalobosPablo @AmayaSanfabio
#HowToRun #Madrid #salomonrunning
🏛️ Hey, #LA! You won't want to miss this transformative @IvyConnect Masterclass & Cocktails with @VoteRunLead National Certified Trainer & Political Strategist @DCCendejas at @CrossCampusLA, TOMORROW @ 7:00p! RSVP today at https://t.co/rH3TF7kRiq
#RunAsYouAre #HowToRun #VRLsquad
🏛️ Hey, #LA! You won't want to miss this transformative @IvyConnect Masterclass & Cocktails with @VoteRunLead National Certified Trainer & Political Strategist @DCCendejas at @CrossCampusLA, TOMORROW @ 7:00p! RSVP today at https://t.co/rH3TF7kRiq
#RunAsYouAre #HowToRun #VRLsquad
How to Train for a 5K – A Running Plan That Works https://t.co/fkOtmSJ7dA #5ktraining #beginnerrunningtips #howtorun
Mountain running is dancing in disguise.
Running downhill technique vlog is live on YouTube.
.
.
.
#runningtechnique #runningdownhill #trailrunning #ultrarunning #mountainrunning #SalomonRunning #TimeToPlay #AlpineRunning #HowToRunFast #exercise #runningmotivation #howtorun
Tips for Beginners - Tips for beginner runners. The things you need to k... https://t.co/h0m2jzPZl2 #UKRUNCHAT #running #marathon #Endurance #howtorun
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