mirror of
https://github.com/hwchase17/langchain.git
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5d9568b5f5
Extract additional fields from models.dev into `_model_data_to_profile`: `name`, `status`, `release_date`, `last_updated`, `open_weights`, `attachment`, `temperature` Move the model profile refresh logic from an inline bash script in the GitHub Actions workflow into a `make refresh-profiles` target in `libs/model-profiles/Makefile`. This makes it runnable locally with a single command and keeps the provider map in one place instead of duplicated between CI and developer docs.
420 lines
13 KiB
Python
420 lines
13 KiB
Python
"""Auto-generated model profiles.
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DO NOT EDIT THIS FILE MANUALLY.
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This file is generated by the langchain-profiles CLI tool.
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It contains data derived from the models.dev project.
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Source: https://github.com/sst/models.dev
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License: MIT License
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To update these data, refer to the instructions here:
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https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-profile-data
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"""
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from typing import Any
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_PROFILES: dict[str, dict[str, Any]] = {
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"MiniMaxAI/MiniMax-M2.1": {
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"name": "MiniMax-M2.1",
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"release_date": "2025-12-23",
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"last_updated": "2025-12-23",
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"open_weights": True,
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"max_input_tokens": 204800,
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"max_output_tokens": 131072,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"MiniMaxAI/MiniMax-M2.5": {
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"name": "MiniMax-M2.5",
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"release_date": "2026-02-12",
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"last_updated": "2026-02-12",
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"open_weights": True,
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"max_input_tokens": 204800,
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"max_output_tokens": 131072,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"Qwen/Qwen3-235B-A22B-Thinking-2507": {
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"name": "Qwen3-235B-A22B-Thinking-2507",
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"release_date": "2025-07-25",
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"last_updated": "2025-07-25",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 131072,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"Qwen/Qwen3-Coder-480B-A35B-Instruct": {
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"name": "Qwen3-Coder-480B-A35B-Instruct",
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"release_date": "2025-07-23",
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"last_updated": "2025-07-23",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 66536,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"Qwen/Qwen3-Coder-Next": {
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"name": "Qwen3-Coder-Next",
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"release_date": "2026-02-03",
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"last_updated": "2026-02-03",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 65536,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"Qwen/Qwen3-Embedding-4B": {
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"name": "Qwen 3 Embedding 4B",
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"release_date": "2025-01-01",
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"last_updated": "2025-01-01",
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"open_weights": True,
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"max_input_tokens": 32000,
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"max_output_tokens": 2048,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": False,
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"attachment": False,
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"temperature": False,
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},
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"Qwen/Qwen3-Embedding-8B": {
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"name": "Qwen 3 Embedding 8B",
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"release_date": "2025-01-01",
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"last_updated": "2025-01-01",
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"open_weights": True,
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"max_input_tokens": 32000,
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"max_output_tokens": 4096,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": False,
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"attachment": False,
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"temperature": False,
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},
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"Qwen/Qwen3-Next-80B-A3B-Instruct": {
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"name": "Qwen3-Next-80B-A3B-Instruct",
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"release_date": "2025-09-11",
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"last_updated": "2025-09-11",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 66536,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"Qwen/Qwen3-Next-80B-A3B-Thinking": {
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"name": "Qwen3-Next-80B-A3B-Thinking",
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"release_date": "2025-09-11",
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"last_updated": "2025-09-11",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 131072,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"Qwen/Qwen3.5-397B-A17B": {
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"name": "Qwen3.5-397B-A17B",
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"release_date": "2026-02-01",
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"last_updated": "2026-02-01",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 32768,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": True,
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"temperature": True,
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},
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"XiaomiMiMo/MiMo-V2-Flash": {
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"name": "MiMo-V2-Flash",
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"release_date": "2025-12-16",
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"last_updated": "2025-12-16",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 4096,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"deepseek-ai/DeepSeek-R1-0528": {
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"name": "DeepSeek-R1-0528",
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"release_date": "2025-05-28",
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"last_updated": "2025-05-28",
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"open_weights": True,
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"max_input_tokens": 163840,
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"max_output_tokens": 163840,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"deepseek-ai/DeepSeek-V3.2": {
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"name": "DeepSeek-V3.2",
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"release_date": "2025-12-01",
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"last_updated": "2025-12-01",
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"open_weights": True,
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"max_input_tokens": 163840,
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"max_output_tokens": 65536,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"moonshotai/Kimi-K2-Instruct": {
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"name": "Kimi-K2-Instruct",
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"release_date": "2025-07-14",
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"last_updated": "2025-07-14",
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"open_weights": True,
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"max_input_tokens": 131072,
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"max_output_tokens": 16384,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"moonshotai/Kimi-K2-Instruct-0905": {
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"name": "Kimi-K2-Instruct-0905",
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"release_date": "2025-09-04",
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"last_updated": "2025-09-04",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 16384,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"moonshotai/Kimi-K2-Thinking": {
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"name": "Kimi-K2-Thinking",
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"release_date": "2025-11-06",
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"last_updated": "2025-11-06",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 262144,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"moonshotai/Kimi-K2.5": {
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"name": "Kimi-K2.5",
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"release_date": "2026-01-01",
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"last_updated": "2026-01-01",
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"open_weights": True,
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"max_input_tokens": 262144,
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"max_output_tokens": 262144,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": True,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": True,
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"temperature": True,
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},
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"zai-org/GLM-4.7": {
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"name": "GLM-4.7",
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"release_date": "2025-12-22",
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"last_updated": "2025-12-22",
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"open_weights": True,
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"max_input_tokens": 204800,
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"max_output_tokens": 131072,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"zai-org/GLM-4.7-Flash": {
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"name": "GLM-4.7-Flash",
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"release_date": "2025-08-08",
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"last_updated": "2025-08-08",
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"open_weights": True,
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"max_input_tokens": 200000,
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"max_output_tokens": 128000,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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"zai-org/GLM-5": {
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"name": "GLM-5",
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"release_date": "2026-02-11",
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"last_updated": "2026-02-11",
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"open_weights": True,
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"max_input_tokens": 202752,
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"max_output_tokens": 131072,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"attachment": False,
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"temperature": True,
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},
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}
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