I think they were making a joke. In the future, you might consider the advice you are giving as well as giving it.
Yes. Wait a day
Not with 800 examples. If you are going to consider an ngram model, I think you are better off getting a frontier llm to write you an absurd regex.
Except, that won’t help. By the time a new fab is up and running, we will probably have a massive surplus.
You need to think this thought through all the way to the end. What it has said also influences what it will say. If it has consistently made combative responses, then the most likely thing to do is to continue to be…
It’s amusing that a lot of the agents have worked out that sampling doesn’t change ppl.
I think what they mean by “now” is the stuff announced today.
I don't follow. Can you explain how your comment is relevant to mine? It might help if you also explain how you interpreted my comment.
You just failed the Turing test.
I have 2 of them. I would advise against if you want to run things like vllm. I have had the cards for months and I still have not been able to create a uv env with trl and vllm. For vllm, it’s works fine in docker for…
> or by the community Hmmm
yes, but the difference between one model and one 4x larger is usually a lot more than that. It is not a question of do a run Qwen 8b at bf16 or a quantized version. It more of a question of do I run Qwen 8b at full…
trl. give me a uv command to get that working. But even in the amd stack things (like ck and aiter) consumer cards are not even second class citizens. They are a distance third at best. If you just want to run vllm with…
No. It seems to me that the comment is objectively incorrect. The original comment was talking about inference and from what I can tell, it is strictly going to run slower than the model trained to the same loss without…
That’s kind of a moot point. Even if none of those overheads existed you would still be getting a a fractions of the mfu. Models are fundamental limited by memory bandwidth even with best case scenarios of sft or…
> including all previous experiments How far back do you go? What about experiments into architecture features that didn’t make the cut? What about pre-transformer attention? But more generally, why are you so sure that…
Not only can it be streamed, but lz4 will probably make things quicker.
You just ruined my day. The post makes it sound like gel is now dead. The post by Vercel does not give me much hope either [1]. Last commit on the gel repo was two weeks ago. [1]…
> Do you really though? Yes. It stays in on the hbm but it need to get shuffled to the place where it can actually do the computation. It’s a lot like a normal cpu. The cpu can’t do anything with data in the system…
GPUs might not be bandwidth starved most of the time, but they absolutely are when generating text from an llm. It’s the whole reason why low precision floating point numbers are being pushed by nvidia.
I can't tell if you are making a joke or not. They are not even remotely equivalent. tinygrad is a toy. If you are serious, I would be interested to hear how you see tinygrad replacing CUDA. I could see a tiny grad…
I went to check how many services are being impacted on down detector, but it was down.
If we didn't have people like that, then they would be right.
I few people have mentioned dagster and I took a look at that for some machine learning things I was playing with but I found dvc (data version control [1]) and I think it is fantastic. I think it also has more…
No. Kids would need to memorize the private key of their parents id card.
I think they were making a joke. In the future, you might consider the advice you are giving as well as giving it.
Yes. Wait a day
Not with 800 examples. If you are going to consider an ngram model, I think you are better off getting a frontier llm to write you an absurd regex.
Except, that won’t help. By the time a new fab is up and running, we will probably have a massive surplus.
You need to think this thought through all the way to the end. What it has said also influences what it will say. If it has consistently made combative responses, then the most likely thing to do is to continue to be…
It’s amusing that a lot of the agents have worked out that sampling doesn’t change ppl.
I think what they mean by “now” is the stuff announced today.
I don't follow. Can you explain how your comment is relevant to mine? It might help if you also explain how you interpreted my comment.
You just failed the Turing test.
I have 2 of them. I would advise against if you want to run things like vllm. I have had the cards for months and I still have not been able to create a uv env with trl and vllm. For vllm, it’s works fine in docker for…
> or by the community Hmmm
yes, but the difference between one model and one 4x larger is usually a lot more than that. It is not a question of do a run Qwen 8b at bf16 or a quantized version. It more of a question of do I run Qwen 8b at full…
trl. give me a uv command to get that working. But even in the amd stack things (like ck and aiter) consumer cards are not even second class citizens. They are a distance third at best. If you just want to run vllm with…
No. It seems to me that the comment is objectively incorrect. The original comment was talking about inference and from what I can tell, it is strictly going to run slower than the model trained to the same loss without…
That’s kind of a moot point. Even if none of those overheads existed you would still be getting a a fractions of the mfu. Models are fundamental limited by memory bandwidth even with best case scenarios of sft or…
> including all previous experiments How far back do you go? What about experiments into architecture features that didn’t make the cut? What about pre-transformer attention? But more generally, why are you so sure that…
Not only can it be streamed, but lz4 will probably make things quicker.
You just ruined my day. The post makes it sound like gel is now dead. The post by Vercel does not give me much hope either [1]. Last commit on the gel repo was two weeks ago. [1]…
> Do you really though? Yes. It stays in on the hbm but it need to get shuffled to the place where it can actually do the computation. It’s a lot like a normal cpu. The cpu can’t do anything with data in the system…
GPUs might not be bandwidth starved most of the time, but they absolutely are when generating text from an llm. It’s the whole reason why low precision floating point numbers are being pushed by nvidia.
I can't tell if you are making a joke or not. They are not even remotely equivalent. tinygrad is a toy. If you are serious, I would be interested to hear how you see tinygrad replacing CUDA. I could see a tiny grad…
I went to check how many services are being impacted on down detector, but it was down.
If we didn't have people like that, then they would be right.
I few people have mentioned dagster and I took a look at that for some machine learning things I was playing with but I found dvc (data version control [1]) and I think it is fantastic. I think it also has more…
No. Kids would need to memorize the private key of their parents id card.