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\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m104.3/104.3 MB\u001b[0m \u001b[31m16.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25h" ] } @@ -1103,10 +4523,52 @@ "colab": { "base_uri": "https://localhost:8080/" }, - "outputId": "85a4b3aa-8f8f-4e39-d4b4-1fea0f8f4b03" + "outputId": "3294b960-cb2c-4895-d8eb-c46c8f8a039e" }, - "execution_count": 5, + "execution_count": 2, "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "===================================BUG REPORT===================================\n", + "Welcome to bitsandbytes. For bug reports, please run\n", + "\n", + "python -m bitsandbytes\n", + "\n", + " and submit this information together with your error trace to: https://github.com/TimDettmers/bitsandbytes/issues\n", + "================================================================================\n", + "bin /usr/local/lib/python3.10/dist-packages/bitsandbytes/libbitsandbytes_cuda118.so\n", + "CUDA_SETUP: WARNING! libcudart.so not found in any environmental path. Searching in backup paths...\n", + "CUDA SETUP: CUDA runtime path found: /usr/local/cuda/lib64/libcudart.so.11.0\n", + "CUDA SETUP: Highest compute capability among GPUs detected: 8.0\n", + "CUDA SETUP: Detected CUDA version 118\n", + "CUDA SETUP: Loading binary /usr/local/lib/python3.10/dist-packages/bitsandbytes/libbitsandbytes_cuda118.so...\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: /usr/lib64-nvidia did not contain ['libcudart.so', 'libcudart.so.11.0', 'libcudart.so.12.0'] as expected! Searching further paths...\n", + " warn(msg)\n", + "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('/sys/fs/cgroup/memory.events /var/colab/cgroup/jupyter-children/memory.events')}\n", + " warn(msg)\n", + "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('http'), PosixPath('//172.28.0.1'), PosixPath('8013')}\n", + " warn(msg)\n", + "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('//colab.research.google.com/tun/m/cc48301118ce562b961b3c22d803539adc1e0c19/gpu-a100-s-i1fy8f8sif6x --tunnel_background_save_delay=10s --tunnel_periodic_background_save_frequency=30m0s --enable_output_coalescing=true --output_coalescing_required=true'), PosixPath('--logtostderr --listen_host=172.28.0.12 --target_host=172.28.0.12 --tunnel_background_save_url=https')}\n", + " warn(msg)\n", + "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('/env/python')}\n", + " warn(msg)\n", + "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('module'), PosixPath('//ipykernel.pylab.backend_inline')}\n", + " warn(msg)\n", + "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: Found duplicate ['libcudart.so', 'libcudart.so.11.0', 'libcudart.so.12.0'] files: {PosixPath('/usr/local/cuda/lib64/libcudart.so.11.0'), PosixPath('/usr/local/cuda/lib64/libcudart.so')}.. We'll flip a coin and try one of these, in order to fail forward.\n", + "Either way, this might cause trouble in the future:\n", + "If you get `CUDA error: invalid device function` errors, the above might be the cause and the solution is to make sure only one ['libcudart.so', 'libcudart.so.11.0', 'libcudart.so.12.0'] in the paths that we search based on your env.\n", + " warn(msg)\n" + ] + }, { "output_type": "stream", "name": "stdout", @@ -1151,7 +4613,6 @@ " generated_id = model.generate(\n", " input_ids=input_ids,\n", " generation_config=generation_config,\n", - " max_new_tokens=256\n", " )\n", "\n", " decoded = tokenizer.batch_decode(\n", @@ -1162,57 +4623,10 @@ " return decoded[0].split(\"### Response:\")[-1]" ], "metadata": { - "id": "fdW1Xhi-nM_G", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "c1199aca-c24d-4d8b-95e2-5db15db009af" + "id": "fdW1Xhi-nM_G" }, - "execution_count": 1, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "\n", - "===================================BUG REPORT===================================\n", - "Welcome to bitsandbytes. For bug reports, please run\n", - "\n", - "python -m bitsandbytes\n", - "\n", - " and submit this information together with your error trace to: https://github.com/TimDettmers/bitsandbytes/issues\n", - "================================================================================\n", - "bin /usr/local/lib/python3.10/dist-packages/bitsandbytes/libbitsandbytes_cuda118.so\n", - "CUDA_SETUP: WARNING! libcudart.so not found in any environmental path. Searching in backup paths...\n", - "CUDA SETUP: CUDA runtime path found: /usr/local/cuda/lib64/libcudart.so\n", - "CUDA SETUP: Highest compute capability among GPUs detected: 7.5\n", - "CUDA SETUP: Detected CUDA version 118\n", - "CUDA SETUP: Loading binary /usr/local/lib/python3.10/dist-packages/bitsandbytes/libbitsandbytes_cuda118.so...\n" - ] - }, - { - "output_type": "stream", - "name": "stderr", - "text": [ - "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: /usr/lib64-nvidia did not contain ['libcudart.so', 'libcudart.so.11.0', 'libcudart.so.12.0'] as expected! Searching further paths...\n", - " warn(msg)\n", - "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('/sys/fs/cgroup/memory.events /var/colab/cgroup/jupyter-children/memory.events')}\n", - " warn(msg)\n", - "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('//172.28.0.1'), PosixPath('http'), PosixPath('8013')}\n", - " warn(msg)\n", - "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('//colab.research.google.com/tun/m/cc48301118ce562b961b3c22d803539adc1e0c19/gpu-t4-hm-2vk6qtmpvuizt --tunnel_background_save_delay=10s --tunnel_periodic_background_save_frequency=30m0s --enable_output_coalescing=true --output_coalescing_required=true'), PosixPath('--logtostderr --listen_host=172.28.0.12 --target_host=172.28.0.12 --tunnel_background_save_url=https')}\n", - " warn(msg)\n", - "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('/env/python')}\n", - " warn(msg)\n", - "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('module'), PosixPath('//ipykernel.pylab.backend_inline')}\n", - " warn(msg)\n", - "/usr/local/lib/python3.10/dist-packages/bitsandbytes/cuda_setup/main.py:145: UserWarning: Found duplicate ['libcudart.so', 'libcudart.so.11.0', 'libcudart.so.12.0'] files: {PosixPath('/usr/local/cuda/lib64/libcudart.so'), PosixPath('/usr/local/cuda/lib64/libcudart.so.11.0')}.. We'll flip a coin and try one of these, in order to fail forward.\n", - "Either way, this might cause trouble in the future:\n", - "If you get `CUDA error: invalid device function` errors, the above might be the cause and the solution is to make sure only one ['libcudart.so', 'libcudart.so.11.0', 'libcudart.so.12.0'] in the paths that we search based on your env.\n", - " warn(msg)\n" - ] - } - ] + "execution_count": 3, + "outputs": [] }, { "cell_type": "markdown", @@ -1237,14 +4651,14 @@ " top_k=50,\n", " num_beams=1,\n", " repetition_penalty=1.2,\n", - " max_new_token=4096,\n", + " max_new_tokens=1024,\n", " do_sample=True,\n", ")" ], "metadata": { "id": "_ZzZ5A6wn8p_" }, - "execution_count": 14, + "execution_count": 4, "outputs": [] }, { @@ -1255,48 +4669,200 @@ "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 151, + "height": 779, "referenced_widgets": [ - "b95341276bcc4379ad42ff62a3825dd3", - "67d704f071f6417ea96c919780cad20d", - 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], - "text/markdown": "
Warm beaches, lush rainforests, active volcanoes - these are just some of the stunning natural wonders that make up Hawaii's diverse landscape. As one of the most popular vacation destinations in the world, this tropical paradise is packed with exciting activities, amazing scenery, and rich culture waiting to be explored by adventurous travellers looking for an unparalleled getaway experience. So let me take you on my journey through its captivating cities and towns as I share with you all the reasons why Hawaii should definitely top your bucket list!

My first stop was Honolulu, the state capital located along Oahu Island. Its bustling streets offer plenty of opportunities for shopping, dining or just strolling around. But what really captured my attention were its beautiful historic sites like the Aloha Tower Marketplace and Kawaiahao Church - both reminders of how Hawaii has evolved from being a humble fishing village into today’s vibrant city. Not far off lies Waikiki Beach, famous not only for its breathtaking views but also for its lively atmosphere where locals mingle together" + "text/markdown": "
I recently took the journey of my lifetime - a weeklong adventure through one of nature's most beautiful creations: Hawaii! I had heard so much about this magical island paradise before going but nothing could prepare me for how truly breathtaking it was in real life. From hiking along verdant mountain trails to swimming with turtles beneath clear turquoise waters, every moment felt like something out of a fairytale. But above all else, what made our visit to Hawaii so memorable were its rich culture and traditions that we experienced firsthand.

One of the highlights of our time there was learning more about Native Hawaiian culture at Puuhonua O Honaunau National Historical Park, also known as \"the place of refuge.\" Here, ancient laws were upheld which allowed wrongdoers who broke certain rules or protocols (like stealing) the chance for redemption if they reached the sacred grounds within 24 hours. This history is fascinating to learn about, particularly since many aspects of traditional Hawaiian culture are still very alive today. The park offers guided tours led by passionate volunteer tour guides who give great insight into the significance behind each feature on site, such as the sacred temple and carved stones called ki‘is. You can even participate in ceremonies held here on special occasions throughout the year. It's not often you get to connect with a destination’s history and heritage in such an intimate way – definitely don’t miss out on this unique opportunity when planning your own trip!

Another unforgettable experience was enjoying some local cuisine. We tried shave ice and malasadas from the famous Leonard's Bakery right near the airport after landing in Honolulu. These iconic desserts have been delighting visitors for years, and it doesn't take long to see why – the delicate flavors of strawberry, vanilla, and coconut will leave you craving more. Later during our stay, we headed to Old Lahaina Luau located just outside Maui to partake in their signature Polynesian feast. Enjoy live entertainment while dining on Kalua pig cooked underground for eight whole hours and poi prepared using sweet potatoes instead of kalo. To top things off, indulge in fresh fruits like mangoes, papaya, and pineapples, sourced straight from Hawaiian farms and delivered daily. Overall, it was the perfect introduction to Hawaiian food, full of bright colors, complex textures, and bold flavor combinations that left us feeling happy and satisfied.

The final experience that really stood out for me was visiting Pipiwai Trail at Kipuka Mahoe State Monument, accessible via Waimoku Falls Trailhead. While driving up winding roads flanked by lush green jungle foliage, we couldn't help but be awestruck by the beauty surrounding us. Eventually reaching the trailhead, we embarked upon the hike itself, passing by cascading waterfalls, peaceful pools, and towering bamboos. After several miles, we arrived at a large open field filled with colorful flowers, where we saw locals setting up picnic blankets alongside wild chickens pecking away at seeds scattered around them. There's no better way to end a day than relaxing amidst nature and taking in everything she has to offer. We spent over three hours exploring the entire area before making our way back down, grateful for the serene atmosphere and stunning scenery we had encountered along the way.

Overall, our trip to Hawaii lived up to expectations and then some! Every aspect of this wonderful destination was beyond captivating - from natural landscapes to vibrant cultures and cuisines - making it impossible not to fall in love. So if you ever find yourself dreaming of escape to a tropical paradise, book your ticket now because once you go, you won’t want to come home. Aloha!" }, "metadata": {}, - "execution_count": 15 + "execution_count": 6 } ] }, @@ -1394,12 +5058,12 @@ "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 220 + "height": 324 }, "id": "P0menmcsuK8L", - "outputId": "1479690a-555a-4172-fbab-6510f041c901" + "outputId": "46a42c50-9ca4-49ad-d0b6-26f97e03a949" }, - "execution_count": 16, + "execution_count": 7, "outputs": [ { "output_type": "execute_result", @@ -1407,10 +5071,10 @@ "text/plain": [ "" ], - "text/markdown": "
Dear [Name],
I hope this message finds you well. I am writing with the intention of sharing an exciting opportunity that we have identified, and I believe may be mutually beneficial for our respective companies - a possible Joint Venture! The idea behind it is simple; combining both expertise in order to grow our client base, expand market share and maximize profitability by collaborating on projects and cross-selling each other's products or services. With the current climate being as competitive as ever, this partnership would allow us to leverage one another’s strengths and offer unrivaled value to customers. Together, we could do so much more than either company could alone.

At [Company Name] we are committed to providing top quality service while staying at the forefront of technological innovation within our industry. We pride ourselves on delivering exceptional solutions to meet your specific needs, and always strive towards excellence. Our passionate team brings together years of experience and knowledge into every project we take part in. Likewise, at [Partner Company] , you provide superior customer support along with cutting edge technology which allows us to consistently exceed expectations. By joining forces we" + "text/markdown": "
Dear [Potential Business Partner],
Greetings!

I am writing this message on behalf of my company, which specializes in providing market analysis services. Our aim is to use our extensive experience and knowledge in the industry to deliver exceptional results for customers worldwide. We are seeking new opportunities to expand our operations by forming strategic partnerships with companies like yours that share similar objectives. It was brought to my attention that your organization has a proven track record in customer satisfaction and quality assurance within its own area of expertise. This makes us believe there may be significant synergies between both entities when it comes to working together towards mutually beneficial outcomes. I propose we explore the possibilities of a long-term cooperation that would allow each party to bring their unique skill sets into play while taking advantage of the other's strengths.
Our goal will be to provide top notch analysis of current trends and emerging markets, while also bringing about improved efficiency to all our clients. Your input and involvement will no doubt add value to such an endeavor. With these thoughts in mind, let’s get started exploring what could become an effective collaboration opportunity for both parties involved. Please feel free to contact me anytime if you have questions or need additional information from my end." }, "metadata": {}, - "execution_count": 16 + "execution_count": 7 } ] }, @@ -1427,12 +5091,12 @@ "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 220 + "height": 255 }, "id": "0XmVJacyxHw8", - "outputId": "ec04e896-89cc-4ebe-f78d-ab0cb3216c2e" + "outputId": "4cc77d4d-7bb5-4977-86db-11d52a732fb8" }, - "execution_count": 17, + "execution_count": 8, "outputs": [ { "output_type": "execute_result", @@ -1440,10 +5104,10 @@ "text/plain": [ "" ], - "text/markdown": "
Dear [Employer's Name],
With deep regret, I am writing this letter of notice regarding my decision to leave your company. My last day with will be [Date]. Thank you so much for all that you have done during these past few years. It has been an honor working with such amazing colleagues in an inspiring environment. Your support and guidance throughout my time here has truly helped develop both professionally and personally, and it is now my time to take the next step in life’s journey. Please accept my sincere appreciation for everything learned from our experiences together; they are memories that I will always cherish.

I would like to sincerely thank everyone at [Company] who made the experience rewarding and worthwhile. You are an incredible team with high standards and unparalleled professionalism and commitment. Together we achieved great things!

Once again, please accept my heartfelt thanks as I continue forward towards new challenges. Wishing you success and continued growth moving into the future." + "text/markdown": "
Dear [Supervisor Name],

I am writing this letter as an official notice of my intent to leave my position at your company. My last day with the organization will be [insert date]. Throughout the course of my time here I have had some wonderful experiences working in this team and I want to thank you all personally for that opportunity. It has been truly rewarding to work alongside such a talented group of individuals.

It is not easy for me to part ways with colleagues who feel like family but after careful consideration I believe it's best if we move our separate paths forward.

Thank you once again for providing me with valuable career growth and development over these past few years and wish nothing but success for every single one of us going forward." }, "metadata": {}, - "execution_count": 17 + "execution_count": 8 } ] }, @@ -1467,12 +5131,12 @@ "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 185 + "height": 220 }, "id": "vILBz5Nfx7RW", - "outputId": "2c1bd3ae-9fdb-4a8d-ebc0-c2cf3e80976c" + "outputId": "f2a1af71-7b1a-49d1-d0ca-69d351c7b404" }, - "execution_count": 18, + "execution_count": 9, "outputs": [ { "output_type": "execute_result", @@ -1480,10 +5144,10 @@ "text/plain": [ "" ], - "text/markdown": "
To determine the level of local patronage for restaurants, there are several factors that we could examine. One such factor would be the number of repeat customers, which may give us an indication on whether they have loyal patrons who visit often or not. Another indicator could be to look at online reviews or social media engagement; these will provide more insight into how satisfied people were with their experience in the restaurant as well as how actively it was promoted within the community. Additionally, by looking at the average spend per person (per meal) and the time spent at the restaurant, we get an idea about how popular the place is overall.
Furthermore, examining the location and the type of food served provides some additional clues to determining its appeal. For instance, is the cuisine typical of that region's culture? Is it located near public transport hubs? Do locals frequent the area where the restaurant is situated frequently? A combination of all these pieces of data could help one make a good assessment of whether the establishment has a strong local following, or primarily caters towards visitors from out-of-town. This information can be crucial because it helps businesses better understand what kinds of changes they need" + "text/markdown": "
One way to tell the difference between local patrons versus tourist-focused restaurants could be through examining their online reviews. Local review sites such as Yelp, Google Maps or Tripadvisor will provide valuable insight into customer satisfaction of diners who live in that area compared with out-of town visitors whose interests are more focused on exploring new places rather than finding long term favorites. The language used by customers to describe the experience at these two types of restaurants may also differ; for instance, “tourist trap” could indicate that a place primarily caters to people passing through rather than regulars looking for authentic food experiences. Additionally, researching how frequently certain dishes appear on menus would give clues about which cuisines appeal specifically to foreign travelers vs. regional residents. This type of data gathering and analysis provides a deeper understanding of what kind of patronage any given eatery enjoys and allows businesses to tailor marketing strategies accordingly." }, "metadata": {}, - "execution_count": 18 + "execution_count": 9 } ] }, @@ -1500,12 +5164,12 @@ "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 185 + "height": 237 }, "id": "fiZoS83qyWP1", - "outputId": "5d720b44-db1e-45e4-fc21-323ca253abfb" + "outputId": "6fdfd9e3-7469-4029-87f9-85034e419f39" }, - "execution_count": 19, + "execution_count": 10, "outputs": [ { "output_type": "execute_result", @@ -1513,10 +5177,10 @@ "text/plain": [ "" ], - "text/markdown": "
Here are some indications of an individual faking understanding about something:
1. They struggle with the basics, e.g., asking repeated questions about what seems like simple concepts and terms related to the given subject matter; 2. They rely on vague words such as \"cool\" or \"good\", without providing any actual details about their opinion regarding it; 3. Their responses lack contextual relevance and fail to build upon previous discussions in regards to a particular aspect; 4. When asked for examples from real-life scenarios, there is no concrete evidence that shows that they have had prior exposure/ experience; 5. There’s noticeable pauses during conversational gaps, suggesting confusion or being out of depth; 6. In order to fill up these silent spaces, they may provide answers which seem plausible but do not fully address the question posed; 7. The use of irrelevant information or statements that don't connect with anything previously said could be another indicator; 8. Overly simplified explanations or recurring restatement of basic facts might indicate that the person is trying too hard to convince others that they know more than they actually do; 9. Often" + "text/markdown": "
1. They ask for clarification frequently, sometimes with redundancy - \"Wait... you mean like this?\"
2. Their body language becomes increasingly tense and strained as the discussion progresses.
3. They resort to vague statements in place of direct answers, such as saying \"I think so\" rather than giving their own opinion.
4. When faced with challenging questions, instead of responding directly, they give vague responses which seem more focused on avoidance, such as answering by saying something about themselves (\"Oh I know what you mean! That's exactly how I felt last week\") without addressing the question at hand.
5. They repeat buzzwords and common phrases while failing to expand on them, often accompanied by an intense nodding gesture even though it doesn't appear they really understand.
6. While appearing engaged during conversations, they fail to demonstrate any sort of understanding or comprehension through their facial expressions, gestures or comments made afterward." }, "metadata": {}, - "execution_count": 19 + "execution_count": 10 } ] }, @@ -1540,12 +5204,12 @@ "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 203 + "height": 671 }, "id": "8PHpk8GWydWo", - "outputId": "ce9a3763-8b69-445d-a616-b2c4e18e58d7" + "outputId": "ac736f6c-7ab2-4b59-f9a4-e4d161b066b0" }, - "execution_count": 13, + "execution_count": 11, "outputs": [ { "output_type": "execute_result", @@ -1553,10 +5217,10 @@ "text/plain": [ "" ], - "text/markdown": "
A single use plastic water bottles create an immense amount of waste that remains in landfills or littered throughout nature for centuries, posing threat to the environment. When they are not disposed properly, these bottled wastes can cause serious damage like polluting freshwater streams and clogging drains which causes flooding during rainy seasons. In fact, 75% of the world's drinkable water is used by industry and agriculture and only 10% goes towards supporting ecosystems and communities while the rest gets consumed as water (for domestic purposes). So when we consume it from disposable plastics we add more burden to our already depleted resources. On top of this, fossil fuels must be burned to make these plastics, further adding to environmental impact.

When considering humans, studies have found that there could potentially be risks associated with consuming water out of single-use plastic containers. For instance, Bisphenol A(BPA) - an industrial chemical commonly used in the production of polycarbonate resin based products including certain types of food containers such as plastic water bottles – has been linked to numerous adverse effects in" + "text/markdown": " Using a single-use plastic bottle instead of a reusable one has various negative impacts on our ecosystem, as well as public health. Some key concerns are outlined below:
1. Plastics waste in landfills - The accumulation of single use water bottles is rapidly growing, with an estimated 30 billion being thrown away every year worldwide [1]. In addition to the obvious visual pollution that accompanies discarded plastics littering the streets, these objects take up valuable space in already overcrowded landfill sites, where they may remain for hundreds or thousands of years before breaking down into smaller pieces [2][3]. Once released into nature from the site, these microplastics can be carried by wind and rivers and eventually make their way into the ocean, harming aquatic life and entering the food chain [4]. Even when incinerated, burning plastics releases hazardous chemical compounds such as benzo(a)pyrene, known carcinogens[5], and polycyclic aromatic hydrocarbons (PAHs), which are mutagenic and toxic to humans at high doses.[6] Thus, the presence of large quantities of plastics not only detract from the natural beauty of surroundings but also pose significant risks to the health of living organisms and ultimately us.
2. Petroleum usage - The production of most plastics requires crude oil, a finite resource which is extracted through dangerous methods like hydraulic fracturing ('fracking')[7],[8].[9] Additionally, petrochemical manufacture contributes significantly to air pollutants including carbon dioxide emissions[10](CO2), nitrous oxides ([NOX])and sulfur dioxides([SO2]). These greenhouse gases contribute to climate change, causing sea level rise, more intense storms, droughts and heat waves[11]. Given its ubiquity across industries and products, reducing plastic consumption represents an important step toward mitigating the damage caused by fossil fuels extraction and utilization. Furthermore, lessening demand for plastic items will reduce pressure on companies to seek new sources of raw material, potentially curbing deforestation[12].
3. Chemical leaching - Many types of plastics contain additives like Bisphenol A (BPAs)[13]that have been linked to hormonal imbalances, infertility and even certain types of cancer upon chronic exposure [14]. Reports show that BPS, used as a replacement for BPA in some consumer goods,[15]is just as harmful[16]; thus the cycle continues. With each use and subsequent disposal, the chemical components within the plastic migrate, seeping into soil and groundwater and finally finding their way into our bodies either via ingestion or contact with skin or breathing. Ultimately, this creates greater risk for long term disease development.
4. Impact on wildlife - Animals often mistake plastic debris for food, consuming it without realizing the danger[17]. This results in obstructions, injuries and death due to starvation. For instance, fish commonly mistake bits of floating plastic for zooplankton, which they feed on, mistaking them for actual prey [18]. Marine animals and birds consume pieces of plastic mistakenly thinking they're jellyfish [19][20], clogging vital organs. Turtles are particularly prone to entanglement and suffocation because plastic bags resemble Jellyfish [21], while balloons appear attractive to monkeys who unknowingly swallow them, leading to painful digestive issues [22][23]. All in all, plastics cause unnecessary suffering to innocent creatures simply trying to survive.
In conclusion, although single-use plastic bottles seem convenient at first glance, their effects on our planet and health far outweigh any benefits. By making responsible choices and switching to alternatives like stainless steel, glass or aluminium, we can collectively help slow the pace of environmental destruction and improve overall quality of life for ourselves and future generations." }, "metadata": {}, - "execution_count": 13 + "execution_count": 11 } ] }, @@ -1573,12 +5237,12 @@ "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 203 + "height": 341 }, "id": "qcsoSRAkyj8P", - "outputId": "5de3f59f-a216-48c5-b257-870bcd0fc17e" + "outputId": "0431b32b-2e9e-4c4a-b559-bf43cae4cc5b" }, - "execution_count": 20, + "execution_count": 12, "outputs": [ { "output_type": "execute_result", @@ -1586,10 +5250,10 @@ "text/plain": [ "" ], - "text/markdown": " There are multiple aspects that need to be considered in order for a public transportation system to be truly inclusive and accessible. Some of these factors include, but may not limited to the following:-
1) Mobility Impairment- It is crucial to ensure there are sufficient facilities such as ramps, wheelchair lifts or elevators available on all modes of public transportation systems (elevated trains/buses, buses with low floors etc.).
2) Visual impairments- This includes features such as audible signage which can help visually impaired people navigate their way around without assistance from anyone else; tactile markings used in addition to visual signals and Braille signs also come under this category.
3) Hearing disabilities - Transportation systems should employ staff members who have expertise in helping those with hearing disabilities by using alternative methods like American Sign Language, closed caption displays on screens, written text communication channels and so forth.
4) Cognitive / intellectual disability- Such passengers must have equal accessibility while travelling through train stations or even at stops along the journey routes by providing clear directions & easy to understand maps and instructions about timetables and connections between" + "text/markdown": " When designing a more inclusive and accessible public transit, there are several key components to take into account. These include:

1) Physical accessibility for people with disabilities such as wheelchair ramps or lifts in vehicles;
2) Communications systems that provide information on routes, schedules, stops and alerts in multiple formats (e.g., braille, audio, large print);
3) Safe and secure infrastructure including cameras, lighting, security staff/services at bus stations and trains stations;
4) Service animals policy – ensuring people travel with their service animals without discrimination;
5) Accessible fare payment options - this includes physical ticket vending machines which can be used by visually impaired customers, pre-paid cards and cashless payments (such as NFC/contactless cards), mobile app integrating with the ticket validation process etc.;
6) Information about how the transportation network functions and relevant rules e.g., boarding etiquette and protocol, behaviour guidelines during emergencies or evacuations, policies around bringing food and drink onto the vehicle, luggage limitations etc..
7) Training of all personnel working within the transit agency on providing services to passengers with various needs, sensitivity towards individuals with disability, awareness of safety measures and protocols during crisis situations involving persons with disability etc." }, "metadata": {}, - "execution_count": 20 + "execution_count": 12 } ] }, @@ -1599,7 +5263,7 @@ "metadata": { "id": "3kW93wSj2VL8" }, - "execution_count": 20, + "execution_count": 12, "outputs": [] } ]