nielsr HF Staff commited on
Commit
3d60831
·
verified ·
1 Parent(s): 0214263

Add model card

Browse files

This PR adds a model card to this repository, linking it to the paper and the associated code. It also adds relevant metadata tags to improve discoverability and usability.

Files changed (1) hide show
  1. README.md +21 -0
README.md ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ pipeline_tag: text-generation
3
+ library_name: transformers
4
+ license: mit
5
+ ---
6
+
7
+ # FETCH: Efficient Tree Search for LLM Reasoning
8
+
9
+ This repository contains model checkpoints for the FETCH framework, as described in the paper [Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls](https://arxiv.org/abs/2502.11183).
10
+
11
+ The FETCH framework improves the efficiency and accuracy of LLM-based reasoning by addressing over-exploration and under-exploration issues in tree search algorithms.
12
+
13
+
14
+ Pre-trained models mentioned in the paper's README are available on Hugging Face Hub:
15
+
16
+ - **Policy:** [`xmu-nlp/Llama-3-8b-gsm8k`](https://huggingface.co/xmu-nlp/Llama-3-8b-gsm8k)
17
+ - **Verifier:** [`xmu-nlp/Llama-3-8b-gsm8k-value-A`](https://huggingface.co/xmu-nlp/Llama-3-8b-gsm8k-value-A) and [`xmu-nlp/Llama-3-8b-gsm8k-value-B`](https://huggingface.co/xmu-nlp/Llama-3-8b-gsm8k-value-B)
18
+ - **Embedding:** [`xmu-nlp/simcse-large-gsm8k`](https://huggingface.co/xmu-nlp/simcse-large-gsm8k)
19
+
20
+
21
+ For more details and usage instructions, please refer to the [GitHub repository](https://github.com/xmu-nlp/FETCH).