From 6e51a7e48bd61568fd6a58e98a5c9ecba615ee12 Mon Sep 17 00:00:00 2001
From: "langchain-oss-model-profiles[bot]"
<262694797+langchain-oss-model-profiles[bot]@users.noreply.github.com>
Date: Tue, 7 Jul 2026 11:40:47 -0400
Subject: [PATCH] chore(model-profiles): refresh model profile data (#38699)
MIME-Version: 1.0
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Automated refresh of model profile data for all in-monorepo partner
integrations via `langchain-profiles refresh`.
๐ค Generated by the [`refresh_model_profiles`
workflow](https://github.com/langchain-ai/langchain/blob/master/.github/workflows/refresh_model_profiles.yml).
## Summary of changes
**4 added ยท 0 removed ยท 1 changed** across 2 provider(s).
huggingface
**โ 1 added**
- `openai/gpt-oss-20b` โ 131,072 ctx, 32,768 out, reasoning, tools
openrouter
**โ 3 added**
- `nex-agi/nex-n2-mini` โ 262,144 ctx, 262,144 out, text+image in,
reasoning, tools
- `tencent/hy3` โ 202,752 ctx, 131,072 out, reasoning, tools
- `tencent/hy3:free` โ 262,144 ctx, 262,144 out, reasoning, tools
**โ๏ธ 1 changed**
- `meta-llama/llama-3.2-3b-instruct`: max input tokens 80,000 โ 131,072;
max output tokens 80,000 โ 131,072; added structured output
Co-authored-by: mdrxy <61371264+mdrxy@users.noreply.github.com>
---
.../langchain_huggingface/data/_profiles.py | 22 ++++++
.../langchain_openrouter/data/_profiles.py | 72 ++++++++++++++++++-
2 files changed, 91 insertions(+), 3 deletions(-)
diff --git a/libs/partners/huggingface/langchain_huggingface/data/_profiles.py b/libs/partners/huggingface/langchain_huggingface/data/_profiles.py
index 4d7cd2c60f6..4d6a0272ad5 100644
--- a/libs/partners/huggingface/langchain_huggingface/data/_profiles.py
+++ b/libs/partners/huggingface/langchain_huggingface/data/_profiles.py
@@ -855,6 +855,28 @@ _PROFILES: dict[str, dict[str, Any]] = {
"temperature": True,
"tool_call_streaming": True,
},
+ "openai/gpt-oss-20b": {
+ "name": "GPT OSS 20B",
+ "release_date": "2025-08-05",
+ "last_updated": "2025-08-05",
+ "open_weights": True,
+ "max_input_tokens": 131072,
+ "max_output_tokens": 32768,
+ "text_inputs": True,
+ "image_inputs": False,
+ "audio_inputs": False,
+ "video_inputs": False,
+ "text_outputs": True,
+ "image_outputs": False,
+ "audio_outputs": False,
+ "video_outputs": False,
+ "reasoning_output": True,
+ "tool_calling": True,
+ "structured_output": True,
+ "attachment": False,
+ "temperature": True,
+ "tool_call_streaming": True,
+ },
"stepfun-ai/Step-3.5-Flash": {
"name": "Step 3.5 Flash",
"release_date": "2026-01-29",
diff --git a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
index 144c5582605..dafabb6fd50 100644
--- a/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
+++ b/libs/partners/openrouter/langchain_openrouter/data/_profiles.py
@@ -2314,8 +2314,8 @@ _PROFILES: dict[str, dict[str, Any]] = {
"release_date": "2024-09-25",
"last_updated": "2024-09-25",
"open_weights": True,
- "max_input_tokens": 80000,
- "max_output_tokens": 80000,
+ "max_input_tokens": 131072,
+ "max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
@@ -2326,7 +2326,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
- "structured_output": False,
+ "structured_output": True,
"attachment": False,
"temperature": True,
"tool_call_streaming": True,
@@ -3289,6 +3289,28 @@ _PROFILES: dict[str, dict[str, Any]] = {
"temperature": True,
"tool_call_streaming": True,
},
+ "nex-agi/nex-n2-mini": {
+ "name": "Nex-N2-Mini",
+ "release_date": "2026-06-24",
+ "last_updated": "2026-06-24",
+ "open_weights": True,
+ "max_input_tokens": 262144,
+ "max_output_tokens": 262144,
+ "text_inputs": True,
+ "image_inputs": True,
+ "audio_inputs": False,
+ "video_inputs": False,
+ "text_outputs": True,
+ "image_outputs": False,
+ "audio_outputs": False,
+ "video_outputs": False,
+ "reasoning_output": True,
+ "tool_calling": True,
+ "structured_output": True,
+ "attachment": True,
+ "temperature": True,
+ "tool_call_streaming": True,
+ },
"nex-agi/nex-n2-pro": {
"name": "Nex-N2-Pro",
"release_date": "2026-06-08",
@@ -6807,6 +6829,28 @@ _PROFILES: dict[str, dict[str, Any]] = {
"temperature": True,
"tool_call_streaming": True,
},
+ "tencent/hy3": {
+ "name": "Hy3",
+ "release_date": "2026-07-06",
+ "last_updated": "2026-07-06",
+ "open_weights": True,
+ "max_input_tokens": 202752,
+ "max_output_tokens": 131072,
+ "text_inputs": True,
+ "image_inputs": False,
+ "audio_inputs": False,
+ "video_inputs": False,
+ "text_outputs": True,
+ "image_outputs": False,
+ "audio_outputs": False,
+ "video_outputs": False,
+ "reasoning_output": True,
+ "tool_calling": True,
+ "structured_output": True,
+ "attachment": False,
+ "temperature": True,
+ "tool_call_streaming": True,
+ },
"tencent/hy3-preview": {
"name": "Hy3 preview",
"release_date": "2026-04-20",
@@ -6829,6 +6873,28 @@ _PROFILES: dict[str, dict[str, Any]] = {
"temperature": True,
"tool_call_streaming": True,
},
+ "tencent/hy3:free": {
+ "name": "Hy3 (free)",
+ "release_date": "2026-07-06",
+ "last_updated": "2026-07-06",
+ "open_weights": True,
+ "max_input_tokens": 262144,
+ "max_output_tokens": 262144,
+ "text_inputs": True,
+ "image_inputs": False,
+ "audio_inputs": False,
+ "video_inputs": False,
+ "text_outputs": True,
+ "image_outputs": False,
+ "audio_outputs": False,
+ "video_outputs": False,
+ "reasoning_output": True,
+ "tool_calling": True,
+ "structured_output": True,
+ "attachment": False,
+ "temperature": True,
+ "tool_call_streaming": True,
+ },
"thedrummer/cydonia-24b-v4.1": {
"name": "Cydonia 24B V4.1",
"release_date": "2025-09-27",