Triangle104 commited on
Commit
e5405b3
·
verified ·
1 Parent(s): dc20e06

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +14 -0
README.md CHANGED
@@ -19,6 +19,20 @@ model-index:
19
  This model was converted to GGUF format from [`open-thoughts/OpenThinker-32B`](https://huggingface.co/open-thoughts/OpenThinker-32B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
20
  Refer to the [original model card](https://huggingface.co/open-thoughts/OpenThinker-32B) for more details on the model.
21
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
22
  ## Use with llama.cpp
23
  Install llama.cpp through brew (works on Mac and Linux)
24
 
 
19
  This model was converted to GGUF format from [`open-thoughts/OpenThinker-32B`](https://huggingface.co/open-thoughts/OpenThinker-32B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
20
  Refer to the [original model card](https://huggingface.co/open-thoughts/OpenThinker-32B) for more details on the model.
21
 
22
+ ---
23
+ This model is a fine-tuned version of Qwen/Qwen2.5-32B-Instruct on the OpenThoughts-114k dataset.
24
+
25
+ The dataset is derived by distilling DeepSeek-R1 using the data pipeline available on github. More info about the dataset can be found on the dataset card at OpenThoughts-114k dataset.
26
+
27
+ Intended uses & limitations
28
+ -
29
+ Apache 2.0 License
30
+
31
+ Training procedure
32
+ -
33
+ We finetune Qwen2.5-32B-Instruct on OpenThoughts-114k for 3 epochs with a 16k context length using LlamaFactory. Our full training configuration is provided in our repository. Training the 32B model on OpenThoughts-114k was done on AWS SageMaker with 8xH100 P5 nodes. On 4 nodes, this took around 90 hours. Meanwhile, for training on OpenThoughts-Unverified-173k, we used 96 nodes of 4xA100 (64 GB per GPU), training took 30 hours, spending 11,520 A100 hours on the Leonardo Supercomputer.
34
+
35
+ ---
36
  ## Use with llama.cpp
37
  Install llama.cpp through brew (works on Mac and Linux)
38