One of the few beauties of most “industry standard CLI” implementations1 is that they’re idempotent: nothing changes (apart from ACLs) if you configure the same stuff a dozen times. Most of these implementations allow you to deconfigure the same stuff multiple times; FRRouting is one of the unfortunate exceptions.
Imagine you have a bunch of IP prefixes you want to advertise with BGP. You could use network statements within the router bgp configuration to get that done:
One of the few beauties of most “industry standard CLI” implementations1 is that they’re idempotent: nothing changes (apart from ACLs) if you configure the same stuff a dozen times. Most of these implementations allow you to deconfigure the same stuff multiple times; FRRouting is one of the unfortunate exceptions.
Imagine you have a bunch of IP prefixes you want to advertise with BGP. You could use network statements within the router bgp configuration to get that done:
Over the last few months, the Workers AI team has been hard at work making improvements to our AI platform. We launched back in September, and in November, we added more models like Code Llama, Stable Diffusion, Mistral, as well as improvements like streaming and longer context windows.
Today, we’re excited to announce the release of eight new models.
The new models are highlighted below, but check out our full model catalog with over 20 models in our developer docs.
Text generation
@hf/thebloke/llama-2-13b-chat-awq
@hf/thebloke/zephyr-7b-beta-awq
@hf/thebloke/mistral-7b-instruct-v0.1-awq
@hf/thebloke/openhermes-2.5-mistral-7b-awq
@hf/thebloke/neural-chat-7b-v3-1-awq
@hf/thebloke/llamaguard-7b-awq
Code generation
@hf/thebloke/deepseek-coder-6.7b-base-awq
@hf/thebloke/deepseek-coder-6.7b-instruct-awq
Our mission is to support a wide array of open source models and tasks. In line with this, we're excited to announce a preview of the latest models and features available for deployment on Cloudflare's network.
One of the standout models is deep-seek-coder-6.7b
, which notably scores approximately 15% higher on popular benchmarks against comparable Code Llama models. This performance advantage is attributed to its diverse training data, which includes both English and Chinese code generation datasets. In addition, the openhermes-2.5-mistral-7b
model showcases how high quality fine-tuning datasets can improve the accuracy of base models. Continue reading
Can you use BGP to connect to the global Internet without having a public BGP AS number? Of course, assuming your Internet Service Provider is willing to run BGP with a network using a private AS number. But what happens if you want to connect to two ISPs? It’s ridiculous to expect you’ll be able to persuade them to use the same private AS number.
That’s one of the many use cases for the local-as functionality available in most BGP implementations. You can practice it in the Use Multiple AS Numbers on the Same Router lab exercise.
Can you use BGP to connect to the global Internet without having a public BGP AS number? Of course, assuming your Internet Service Provider is willing to run BGP with a network using a private AS number. But what happens if you want to connect to two ISPs? It’s ridiculous to expect you’ll be able to persuade them to use the same private AS number.
That’s one of the many use cases for the local-as functionality available in most BGP implementations. You can practice it in the Use Multiple AS Numbers on the Same Router lab exercise.
I’ve been on a bit of a writer’s break after finishing the CCST book, but it’s time to rekindle my “thousand words a day” habit. As always, one part of this is thinking about how I write—is there anything I need to change? Tools, perhaps, or style?
What about the grade level complexity of my writing? I’ve never really paid attention to this, but I’m working on contributing to a site regularly that does. So maybe I should.
I tend to write to the tenth or eleventh-grade level, even when writing “popular material,” like blog posts. The recommended level is around the eighth-grade level. Is this something I need to change?
It seems the average person considers anything above the eighth-grade reading level “too hard” to read, so they give up. Every reading level calculation I’ve looked at essentially uses word and sentence length as proxies for complexity. Long words and sentences intimidate people.
On the other hand, measuring the reading grade level can seem futile. There are plenty of complex concepts described by one- and two-syllable words. Short sentences can still have lots of meaning.
Further, the reading grade level does not tell you if the sentence makes sense. Continue reading