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Cognitive Computations

Cognitive...
Demystifying OpenAI's Terms of Use with Regards to Dataset Licenses With the recent update to OpenAI's Terms of Use on October 23, 2024, there’s been a flurry of online...
3 months ago
57
3 months ago
With the recent update to OpenAI's Terms of Use on October 23, 2024, there’s been a flurry of online discussions around what these terms mean for developers, businesses, and everyday users of AI tools like ChatGPT. Much of the conversation, especiall...
Cognitive...
From Zero to Fineturning with Axolotl on ROCm Gratitude to https://tensorwave.com/ for giving me access to their excellent servers! Few have tried...
11 months ago
46
11 months ago
Gratitude to https://tensorwave.com/ for giving me access to their excellent servers! Few have tried this and fewer have succeeded. I've been marginally successful after a significant amount of effort, so it deserves a blog post. Know that you are in for rough waters. And even...
Cognitive...
My Own AI Server Cluster When a16z generously sponsored Dolphin, I had some compute budget, and because the original...
a year ago
44
a year ago
When a16z generously sponsored Dolphin, I had some compute budget, and because the original dolphin-13b was a flop, I had some time to go back to the drawing board. When I was ready to train the next iteration, I reconsidered whether to rent or buy the compute for the build. I...
Cognitive...
Running Dolphin Locally with Ollama Wanna chat with Dolphin locally? (no internet connection needed) Here is the easy way -...
a year ago
44
a year ago
Wanna chat with Dolphin locally? (no internet connection needed) Here is the easy way - Ollama. install ollama. after you finsh you should be able to run ollama from the command line. Also you will see the ollama icon up top like this: Iff you are curious - anytime you see that...
Cognitive...
dolphin-2.5-mixtral-8x7b https://huggingface.co/ehartford/dolphin-2.5-mixtral-8x7b I get a lot of questions about...
a year ago
36
a year ago
https://huggingface.co/ehartford/dolphin-2.5-mixtral-8x7b I get a lot of questions about dolphin-2.5-mixtral-8x7b and I wanted to address some of them on my blog. Dolphin got a nice video review from Prompt Engineering What's this about? Friday December 8, MistralAI released a...
Cognitive...
Meet Samantha https://huggingface.co/ehartford/samantha-7b https://huggingface.co/ehartford/samantha-13b https://h...
a year ago
18
a year ago
https://huggingface.co/ehartford/samantha-7b https://huggingface.co/ehartford/samantha-13b https://huggingface.co/ehartford/samantha-33b https://huggingface.co/ehartford/samantha-falcon-7b https://huggingface.co/datasets/ehartford/samantha-data/blob/main/samantha-1.0.json I have...
Cognitive...
Uploading CSV to DynamoDB with Node JS So I wanted to upload CSV to DynamoDB. Easy right? Not so fast. It turns out, you have to obey...
over a year ago
16
over a year ago
So I wanted to upload CSV to DynamoDB. Easy right? Not so fast. It turns out, you have to obey your provisioned write capacity. Unlike S3, "Simple Storage Service" where you simply upload a file, DynamoDB isn't "Simple". There's no "upload CSV" button. You have to write a...
Cognitive...
Built with Dolphin I started to understand that a lot of people are using and enjoying Dolphin - so I decided to put a...
a year ago
15
a year ago
I started to understand that a lot of people are using and enjoying Dolphin - so I decided to put a list here of products or projects that use Dolphin. If you would like to be listed here please reach out to me and I'll add...
Cognitive...
Rise of the Open Source ChatGPT Clones At first there was Open-Assistant, then appeared OpenChatKit, and the newly announced ColossalChat....
a year ago
15
a year ago
At first there was Open-Assistant, then appeared OpenChatKit, and the newly announced ColossalChat. Now three projects (that I know of!) aim to give everybody the ability to create their own ChatGPT clone. The basic components of a ChatGPT clone are: large language model as its...
Cognitive...
Dolphin 🐬 Today I am announcing Dolphin, an open-source and uncensored, and commercially licensed dataset and...
a year ago
14
a year ago
Today I am announcing Dolphin, an open-source and uncensored, and commercially licensed dataset and series of instruct-tuned language models based on Microsoft's Orca paper. The dataset is released here, with Apache-2.0 license. The dataset can be used for commercial or...
Cognitive...
GPT-4's rebuttal to Uncensored Models I asked GPT-4 to respond to my previous article "Uncensored Models" because it is more likely to...
a year ago
14
a year ago
I asked GPT-4 to respond to my previous article "Uncensored Models" because it is more likely to provide civil discourse rather than the shrill demagoguery that my human opponents have tended to employ. I found it interesting and both sides have validity. But my argument is...
Cognitive...
Vicuna A new LLaMA-derived model has appeared, called Vicuna. Now I've been playing with a lot of models...
a year ago
13
a year ago
A new LLaMA-derived model has appeared, called Vicuna. Now I've been playing with a lot of models like this, such as Alpaca and GPT4All. And I also fine-tuned my own. But Vicuna is a lot better. Here is a conversation I had with it. User: Write a limerick about language...
Cognitive...
Playing with ChatGPT API I thought I would try out ChatGPT's new API, so I decided to write a command line interface. My code...
a year ago
13
a year ago
I thought I would try out ChatGPT's new API, so I decided to write a command line interface. My code is located here: I wanted it to be conversational, so it will remember your conversation history as you type. Similar to chatgpt-wrapper. ...
Cognitive...
Dusting off my blog, and Machine Learning It's been a while. And I'm digging into Machine Learning. I was watching the excellent video by...
a year ago
13
a year ago
It's been a while. And I'm digging into Machine Learning. I was watching the excellent video by Andrej Karpathy about how to write a GPT (of which GPT-3 is an example) from scratch, using the paper "Attention is all you need" I implemented it from scratch while watching the...
Cognitive...
Uncensored Models I am publishing this because many people are asking me how I did it, so I will...
a year ago
Cognitive...
Fine-tuning Alpaca 30b 4-bit on consumer hardware - background I want to write about fine-tuning Alpaca 30b 4-bit on consumer hardware, but before I can, I'll need...
a year ago
12
a year ago
I want to write about fine-tuning Alpaca 30b 4-bit on consumer hardware, but before I can, I'll need to give a little background. My basic goal was to figure out "what's the most powerful AI I can customize and run on my shiny new 4090." The answer right now is LLaMA 30b....
Cognitive...
Based-30b https://huggingface.co/ehartford/based-30b So, as I was working on Wizard-Vicuna-30b-Uncensored and...
a year ago
12
a year ago
https://huggingface.co/ehartford/based-30b So, as I was working on Wizard-Vicuna-30b-Uncensored and WizardLM-Uncensored-Falcon-7b, I came to the realization that these models, despite being trained with no refusals, were still refusing. How could this be? It dawned on me, that...