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authorsigoden <sigoden@gmail.com>2024-11-11 09:46:21 +0800
committerGitHub <noreply@github.com>2024-11-11 09:46:21 +0800
commite18aa0169e80b8af9241e57f0ab66bf463ac8a4f (patch)
tree49f5b07831894644e9e3ab3c291a2501190ebc56 /models.yaml
parentb2dbd73b8c8938105246f04e6ebcd68221740bd7 (diff)
downloadaichat-e18aa0169e80b8af9241e57f0ab66bf463ac8a4f.tar.gz
refactor: improve RAG (#982)
- set max default_chuck_size to 2000 - set default rag_top_k to 4 - change reciprocal_rank_fusion weights
Diffstat (limited to 'models.yaml')
-rw-r--r--models.yaml10
1 files changed, 5 insertions, 5 deletions
diff --git a/models.yaml b/models.yaml
index de82a60..80e3fc7 100644
--- a/models.yaml
+++ b/models.yaml
@@ -66,13 +66,13 @@
type: embedding
input_price: 0.13
max_tokens_per_chunk: 8191
- default_chunk_size: 3000
+ default_chunk_size: 2000
max_batch_size: 100
- name: text-embedding-3-small
type: embedding
input_price: 0.02
max_tokens_per_chunk: 8191
- default_chunk_size: 3000
+ default_chunk_size: 2000
max_batch_size: 100
# Links:
@@ -1004,12 +1004,12 @@
- name: text-embedding-3-large
type: embedding
max_tokens_per_chunk: 8191
- default_chunk_size: 3000
+ default_chunk_size: 2000
max_batch_size: 100
- name: text-embedding-3-small
type: embedding
max_tokens_per_chunk: 8191
- default_chunk_size: 3000
+ default_chunk_size: 2000
max_batch_size: 100
- name: meta-llama-3.1-405b-instruct
max_input_tokens: 128000
@@ -1714,7 +1714,7 @@
max_input_tokens: 120000
input_price: 0.12
max_tokens_per_chunk: 16000
- default_chunk_size: 3000
+ default_chunk_size: 2000
max_batch_size: 128
- name: rerank-2
type: reranker