Update README.md

README.md

@@ -92,12 +92,9 @@ pipeline_tag: text-generation
 # - neuralwork/arxiver
 ---
 
-# Huginn-0125
-This is Huginn, version 01/25. This is a latent recurrent-depth model with 3.5B parameters, trained for 800B tokens on AMD MI250X machines. This is a proof-of-concept model, but surprisingly capable in reasoning and code given its training budget and size.
-All details on this model can be found in the tech report: "Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach."
+# Huginn-0125-intermediate checkpoints
+This is an intermediate checkpoint from our large-scale training run. Additional intermediate checkpoints are available upon request. All other information can be found at the main checkpoint.
 
-8 intermediate checkpoints of the model can be found in its collection. Additional intermediate checkpoints are available upon request while we find a place to host all ~350 of them. The data used to train
-this model is publicly available (entirely on Hugging Face), and scripts provided with the pretraining code at https://github.com/seal-rg/recurrent-pretraining can be used to repeat our preprocessing and our entire training run. 
 
 ##  Table of Contents