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FlameF0XΒ 
updated a Space 18 days ago
FlameF0XΒ 
published a Space 18 days ago
FlameF0XΒ 
posted an update 5 months ago
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4063
I am very sad to say that the budget in creating of SnowflakeCore-G1 1b and 7b MoE models ran out and I can't pre-train them anymore.
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FlameF0XΒ 
posted an update 5 months ago
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the training for SnowflakeCore-G1-1B and 7B would be retaken because now I implemented DeepSpeed and management to use two gpus.
FlameF0XΒ 
posted an update 5 months ago
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The development of SnowflakeCore-G1-7B-MoE it getting delay. In the mean time I am working on SnowflakeCore-G1-1B-MoE witch would be a pre-train chatbot.
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FlameF0XΒ 
posted an update 5 months ago
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2954
The development of SnowflakeCore-G1-7B-MoE. I can't say when it would be publish yet because it's big and it requires a lot of computational power.
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FlameF0XΒ 
posted an update 5 months ago
FlameF0XΒ 
posted an update 6 months ago
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Hello! Important announcement, I will rename SnowflakeCore-G1-Medium to SnowflakeCore-G1-Tiny2 because it's going to have the same parameters as the Tiny version, but this one is trained on more data.
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FlameF0XΒ 
posted an update 6 months ago
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Currently working on SnowflakeCore-G1-Medium. [Updated loss cruve]
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FlameF0XΒ 
posted an update 6 months ago
FlameF0XΒ 
posted an update 6 months ago
FlameF0XΒ 
posted an update 6 months ago
FlameF0XΒ 
posted an update 6 months ago
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256
SnowflakeCore-G1 Update:
Got it running and training! Context window is currently set to 2048 tokens.
Training is active and stable. Will share results once I have some metrics to report.
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FlameF0XΒ 
posted an update 6 months ago
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SnowflakeCore-G1 development update: We're building a 24-layer transformer with 32K context and 1024 embedding dimensions - pretty ambitious! Even running at batch_size=1 with heavy gradient accumulation, we're hitting memory walls at 300GB RAM. Scaling up to ~1TB will take some time, but the architecture is looking promising. Thanks for following along with the journey! πŸ˜…
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FlameF0XΒ 
posted an update 7 months ago
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Hello there!
I just find out that all the SnowflakeCore-G0 series are Mask Language Models instead of LLM's.
The development of SnowflakeCore-G0-Releas-3 would be delayed even more.

Edit: I officially end the development of SnowflakeCore-G0 and start the development of SnowflakeCore-G1 what SHOULD be the text generator.

Edit-2: After some evaluation of the code, the models are actual Text Generator. So the development of G0 will continue.
FlameF0XΒ 
posted an update 7 months ago
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Hi everyone!
The release of https://huggingface.co/FlameF0X/SnowflakeCore-G0-Release-3-1B is currently delayed due to hardware limitationsβ€”I'm currently lacking the compute resources needed to complete training. I'm exploring options and will keep you updated on any progress.
Thank you for your patience and support!