> - for llama 405b it's helpful if film can reach high speeds. Each token
>> means processing the entire reel of weights, so if it is 12m that means
>> moving the film
>>
>
> I got 12m by calculating 405b weights / 16k logit dimension * 0.05um
> microfilm resolution (completely ignoring patallel ops -- however many
> attention heads llama 405b has could divide this, for example), but at
> least 24m might be more defensive given sampling error and sync data.
> chatgpt originally estimated 63m. mostly we figured 2m/s was sufficient for
> now -- it said 5m/s would need industrial-grade parts
>
>  at 12m/s for 1 token/s. however, many ops are independent and can be
>> processed in parallel, as well as multiple rigs can be used to divide the
>> speed, so a goal of 1-5m/s seems workable
>>
>
of course having a prototype is more useful than further advancement, for
inspiration: space/time tradeoffs. rather than advancing the film, weights
could be interleaved to present overlapping, and the emitter could change
midway to output the next logits before the old weights pass all the way
by, using a different portion of the sensor. exchanging batching density
(and simplicity) for not needing to engineer for as fast film transport.
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Karl Semich via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many via cypherpunks
  • ... Undescribed Horrific Abuse, One Victim & Survivor of Many
  • ... Karl Semich
  • ... karl3
  • ... karl3
  • ... Baffo 32

Reply via email to