Post
120
BORIS-2 IS OUT!
opencerebral/Boris-2
It tops the AxiomicLabs Intelligence Index with a score of 34.15!
opencerebral/Boris-2
It tops the AxiomicLabs Intelligence Index with a score of 34.15!
AI & ML interests
None defined yet.
KlondikeDev
posted an update about 24 hours ago
KlondikeDev
posted an update about 2 months ago
Post
269
Important Boris-2 news:
Boris-2 is 30B out of 200B tokens in, and it is severely behind its competitors in training.
We have determined the bug to be a configuration error. Boris-2 has been in training for ~1 week, and was projected to finish on November 3rd, 2026.
We are unfortunately going to restart training, with proper configuration.
The new projected finish date is ~15-18th of November.
We apologize for the delay.
Boris-2 is 30B out of 200B tokens in, and it is severely behind its competitors in training.
We have determined the bug to be a configuration error. Boris-2 has been in training for ~1 week, and was projected to finish on November 3rd, 2026.
We are unfortunately going to restart training, with proper configuration.
The new projected finish date is ~15-18th of November.
We apologize for the delay.
- 17 replies
KlondikeDev
posted an update 2 months ago
Post
2,179
The SLM Consortium has begun work on a safety dataset for Small Language Models, with the creation of the dataset being headed by @wayneworkman2012
The dataset will focus on refusals and redirects surrounding dangerous or extreme sexual content, designed to be shaped sized appropriately for SLMs, without significantly lowering benchmark performance.
More info will be out soon!
slmconsortium
The dataset will focus on refusals and redirects surrounding dangerous or extreme sexual content, designed to be shaped sized appropriately for SLMs, without significantly lowering benchmark performance.
More info will be out soon!
- 3 replies
KlondikeDev
posted an update 2 months ago
Post
2,440
Boris-1.7-D60M-n30M out NOW!
opencerebral/Boris-1.7-D60M-n30M
Following this will be Boris-1.8-D60M-n30M, which will test both the n-gram embeddings AND a new architecture.
Then, Boris-2 will begin training!
opencerebral/Boris-1.7-D60M-n30M
Following this will be Boris-1.8-D60M-n30M, which will test both the n-gram embeddings AND a new architecture.
Then, Boris-2 will begin training!
KlondikeDev
posted an update 2 months ago
Post
3,479
A Preview of Boris-2!
Hello! Tomorrow, OpenCerebral will be releasing Boris-1.7-D60M-n30M — an experimental architecture. It will be testing a new data mixture, a new tokenizer, and testing Qwen4-like n-gram embeddings.
Following this will be Boris-1.8-D60M-n30M, which will test both the n-gram embeddings AND a new architecture.
Then, Boris-2 will begin training!
Edit: the model is OUT NOW! opencerebral/Boris-1.7-D60M-n30M
Hello! Tomorrow, OpenCerebral will be releasing Boris-1.7-D60M-n30M — an experimental architecture. It will be testing a new data mixture, a new tokenizer, and testing Qwen4-like n-gram embeddings.
Following this will be Boris-1.8-D60M-n30M, which will test both the n-gram embeddings AND a new architecture.
Then, Boris-2 will begin training!
Edit: the model is OUT NOW! opencerebral/Boris-1.7-D60M-n30M
- 71 replies
KlondikeDev
posted an update 3 months ago
Post
2,318
The Small Language Model Consortium has reached 10 members!
Anybody is welcome to join, via two methods:
1. Starting a community discussion on the group’s README
2. Receiving an invite from me: @KlondikeDev
The Discord Community is also live! Feel free to join, even if you aren’t in the consortium, to discuss Small Language Models, or even just AI in general!
https://discord.gg/FngBKjja4
You’re more than welcome to apply!
— KlondikeDev
Anybody is welcome to join, via two methods:
1. Starting a community discussion on the group’s README
2. Receiving an invite from me: @KlondikeDev
The Discord Community is also live! Feel free to join, even if you aren’t in the consortium, to discuss Small Language Models, or even just AI in general!
https://discord.gg/FngBKjja4
You’re more than welcome to apply!
— KlondikeDev
- 2 replies
KlondikeDev
posted an update 3 months ago
Post
2,736
Announcing the Small Language Model Consortium!
slmconsortium
We seek to provide a space for members to show off research, models, and benchmarks!
The following users are hereby invited to join without ratification, provided they accept the invitation by starting a discussion.
@Datdanboi25
@Banaxi-Tech
@appvoid
@AxionLab-official
Feel free to submit ratification requests! Anybody is welcome!
We seek to provide a space for members to show off research, models, and benchmarks!
The following users are hereby invited to join without ratification, provided they accept the invitation by starting a discussion.
@Datdanboi25
@Banaxi-Tech
@appvoid
@AxionLab-official
Feel free to submit ratification requests! Anybody is welcome!
- 53 replies
KlondikeDev
posted an update 3 months ago
Post
118
Lucy out now!
Lucy is a series of Image Generation models created by OpenCerebral.
Lucy: Prototype, faces only -- unconditional, no prompts.
Lucy-2: Text-to-image, general purpose (though still small)
More Lucy models will be arriving in the future!
opencerebral/Lucy
opencerebral/Lucy-2
Lucy is a series of Image Generation models created by OpenCerebral.
Lucy: Prototype, faces only -- unconditional, no prompts.
Lucy-2: Text-to-image, general purpose (though still small)
More Lucy models will be arriving in the future!
opencerebral/Lucy
opencerebral/Lucy-2
KlondikeDev
posted an update 3 months ago
Post
2,183
Boris-2 coming soon!
The Models:
Boris-2-75M: Trained on 26B tokens -- estimated to start training on August 12th.
Boris-2-125M: Trained on 90B tokens -- Estimated to start training on August 20th.
Boris-2-250M: Trained on 60B tokens -- Estimated to start training on September 10th.
Why does 125M get more tokens than 250M?
Well, the straight answer is time. It saves time, while still allowing the 250M model to exceed the 125M model.
Furthermore, we are attempting a unique architecture and layering scheme to hopefully end up around the strength of SmolLM2-135M. Fingers crossed!
We hope to end up in the ballpark of AxiomicLabs/GPT-X2.5-135M or BananaMind/BananaMind-2-Pro-Preview
Following this, we will release the Pro, Instruct and Pro-Instruct variants. More info will be coming soon!
The Models:
Boris-2-75M: Trained on 26B tokens -- estimated to start training on August 12th.
Boris-2-125M: Trained on 90B tokens -- Estimated to start training on August 20th.
Boris-2-250M: Trained on 60B tokens -- Estimated to start training on September 10th.
Why does 125M get more tokens than 250M?
Well, the straight answer is time. It saves time, while still allowing the 250M model to exceed the 125M model.
Furthermore, we are attempting a unique architecture and layering scheme to hopefully end up around the strength of SmolLM2-135M. Fingers crossed!
We hope to end up in the ballpark of AxiomicLabs/GPT-X2.5-135M or BananaMind/BananaMind-2-Pro-Preview
Following this, we will release the Pro, Instruct and Pro-Instruct variants. More info will be coming soon!
- 4 replies
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