""" List of model parameters """ DEFAULT_TOKEN_LIMIT = 100000 models_params = { "openai": { "gpt-3.5-turbo-0125": {"token_limit": 16385}, "gpt-3.5": {"token_limit": 4096}, "gpt-3.5-turbo": {"token_limit": 16385}, "gpt-3.5-turbo-1106": {"token_limit": 16385}, "gpt-3.5-turbo-instruct": {"token_limit": 4096}, "gpt-4-0125-preview": {"token_limit": 128000}, "gpt-4-turbo-preview": {"token_limit": 128000}, "gpt-4-turbo": {"token_limit": 128000}, "gpt-4-turbo-2024-04-09": {"token_limit": 128000}, "gpt-4-1106-preview": {"token_limit": 128000}, "gpt-4-vision-preview": {"token_limit": 128000}, "gpt-4": {"token_limit": 8192}, "gpt-4-0613": {"token_limit": 8192}, "gpt-4-32k": {"token_limit": 32768}, "gpt-4-32k-0613": {"token_limit": 32768}, "gpt-4o": {"token_limit": 128000}, "gpt-4o-2024-08-06": {"token_limit": 128000}, "gpt-4o-2024-05-13": {"token_limit": 128000}, "gpt-4o-mini": {"token_limit": 128000}, "o1-preview": {"token_limit": 128000}, "o1-mini": {"token_limit": 128000} }, "azure_openai": { "gpt-3.5-turbo-0125": {"token_limit": 16385}, "gpt-3.5": {"token_limit": 4096}, "gpt-3.5-turbo": {"token_limit": 16385}, "gpt-3.5-turbo-1106": {"token_limit": 16385}, "gpt-3.5-turbo-instruct": {"token_limit": 4096}, "gpt-4-0125-preview": {"token_limit": 128000}, "gpt-4-turbo-preview": {"token_limit": 128000}, "gpt-4-turbo": {"token_limit": 128000}, "gpt-4-turbo-2024-04-09": {"token_limit": 128000}, "gpt-4-1106-preview": {"token_limit": 128000}, "gpt-4-vision-preview": {"token_limit": 128000}, "gpt-4": {"token_limit": 8192}, "gpt-4-0613": {"token_limit": 8192}, "gpt-4-32k": {"token_limit": 32768}, "gpt-4-32k-0613": {"token_limit": 32768}, "gpt-4o": {"token_limit": 128000}, "gpt-4o-mini": {"token_limit": 128000}, "chatgpt-4o-latest": {"token_limit": 128000}, "o1-preview": {"token_limit": 128000}, "o1-mini": {"token_limit": 128000} }, "google_genai": { "gemini-pro": {"token_limit": 128000}, "gemini-1.5-flash-latest": {"token_limit": 128000}, "gemini-1.5-pro-latest": {"token_limit": 128000}, "models/embedding-001": {"token_limit": 2048} }, "google_vertexai": { "gemini-1.5-flash": {"token_limit": 128000}, "gemini-1.5-pro": {"token_limit": 128000}, "gemini-1.0-pro": {"token_limit": 128000} }, "ollama": { "command-r": {"token_limit": 12800}, "codellama": {"token_limit": 16000}, "dbrx": {"token_limit": 32768}, "deepseek-coder:33b": {"token_limit": 16000}, "falcon": {"token_limit": 2048}, "llama2": {"token_limit": 4096}, "llama2:7b": {"token_limit": 4096}, "llama2:13b": {"token_limit": 4096}, "llama2:70b": {"token_limit": 4096}, "llama3": {"token_limit": 8192}, "llama3:8b": {"token_limit": 8192}, "llama3:70b": {"token_limit": 8192}, "llama3.1": {"token_limit": 128000}, "llama3.1:8b": {"token_limit": 128000}, "llama3.1:70b": {"token_limit": 128000}, "lama3.1:405b": {"token_limit": 128000}, "llama3.2": {"token_limit": 128000}, "llama3.2:1b": {"token_limit": 128000}, "llama3.2:3b": {"token_limit": 128000}, "llama3.3:70b": {"token_limit": 128000}, "scrapegraph": {"token_limit": 8192}, "mistral-small": {"token_limit": 128000}, "mistral-openorca": {"token_limit": 32000}, "mistral-large": {"token_limit": 128000}, "grok-1": {"token_limit": 8192}, "llava": {"token_limit": 4096}, "mixtral:8x22b-instruct": {"token_limit": 65536}, "nomic-embed-text": {"token_limit": 8192}, "nous-hermes2:34b": {"token_limit": 4096}, "orca-mini": {"token_limit": 2048}, "phi3:3.8b": {"token_limit": 12800}, "phi3:14b": {"token_limit": 128000}, "qwen:0.5b": {"token_limit": 32000}, "qwen:1.8b": {"token_limit": 32000}, "qwen:4b": {"token_limit": 32000}, "qwen:14b": {"token_limit": 32000}, "qwen:32b": {"token_limit": 32000}, "qwen:72b": {"token_limit": 32000}, "qwen:110b": {"token_limit": 32000}, "stablelm-zephyr": {"token_limit": 8192}, "wizardlm2:8x22b": {"token_limit": 65536}, "mistral": {"token_limit": 128000}, "gemma2": {"token_limit": 128000}, "gemma2:9b": {"token_limit": 128000}, "gemma2:27b": {"token_limit": 128000}, # embedding models "shaw/dmeta-embedding-zh-small-q4": {"token_limit": 8192}, "shaw/dmeta-embedding-zh-q4": {"token_limit": 8192}, "chevalblanc/acge_text_embedding": {"token_limit": 8192}, "martcreation/dmeta-embedding-zh": {"token_limit": 8192}, "snowflake-arctic-embed": {"token_limit": 8192}, "mxbai-embed-large": {"token_limit": 512} }, "oneapi": { "qwen-turbo": {"token_limit": 6000} }, "nvidia": { "meta/llama3-70b-instruct": {"token_limit": 419}, "meta/llama3-8b-instruct": {"token_limit": 419}, "nemotron-4-340b-instruct": {"token_limit": 1024}, "databricks/dbrx-instruct": {"token_limit": 4096}, "google/codegemma-7b": {"token_limit": 8192}, "google/gemma-2b": {"token_limit": 2048}, "google/gemma-7b": {"token_limit": 8192}, "google/recurrentgemma-2b": {"token_limit": 2048}, "meta/codellama-70b": {"token_limit": 16384}, "meta/llama2-70b": {"token_limit": 4096}, "microsoft/phi-3-mini-128k-instruct": {"token_limit": 122880}, "mistralai/mistral-7b-instruct-v0.2": {"token_limit": 4096}, "mistralai/mistral-large": {"token_limit": 8192}, "mistralai/mixtral-8x22b-instruct-v0.1": {"token_limit": 32768}, "mistralai/mixtral-8x7b-instruct-v0.1": {"token_limit": 8192}, "snowflake/arctic": {"token_limit": 16384} }, "groq": { "llama3-8b-8192": {"token_limit": 8192}, "llama3-70b-8192": {"token_limit": 8192}, "mixtral-8x7b-32768": {"token_limit": 32768}, "gemma-7b-it": {"token_limit": 8192}, "claude-3-haiku-20240307'": {"token_limit": 8192} }, "toghetherai": { "meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo": {"token_limit": 128000}, "meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo": {"token_limit": 128000}, "mistralai/Mixtral-8x22B-Instruct-v0.1": {"token_limit": 128000}, "stabilityai/stable-diffusion-xl-base-1.0": {"token_limit": 2048}, "meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo": {"token_limit": 128000}, "NousResearch/Hermes-3-Llama-3.1-405B-Turbo": {"token_limit": 128000}, "Gryphe/MythoMax-L2-13b-Lite": {"token_limit": 8192}, "Salesforce/Llama-Rank-V1": {"token_limit": 8192}, "meta-llama/Meta-Llama-Guard-3-8B": {"token_limit": 128000}, "meta-llama/Meta-Llama-3-70B-Instruct-Turbo": {"token_limit": 128000}, "meta-llama/Llama-3-8b-chat-hf": {"token_limit": 8192}, "meta-llama/Llama-3-70b-chat-hf": {"token_limit": 8192}, "Qwen/Qwen2-72B-Instruct": {"token_limit": 128000}, "google/gemma-2-27b-it": {"token_limit": 8192} }, "anthropic": { "claude_instant": {"token_limit": 100000}, "claude2": {"token_limit": 9000}, "claude2.1": {"token_limit": 200000}, "claude3": {"token_limit": 200000}, "claude3.5": {"token_limit": 200000}, "claude-3-opus-20240229": {"token_limit": 200000}, "claude-3-sonnet-20240229": {"token_limit": 200000}, "claude-3-haiku-20240307": {"token_limit": 200000}, "claude-3-5-sonnet-20240620": {"token_limit": 200000}, "claude-3-5-sonnet-20241022": {"token_limit": 200000}, "claude-3-5-haiku-latest": {"token_limit": 200000} }, "bedrock": { "anthropic.claude-3-haiku-20240307-v1:0": {"token_limit": 200000}, "anthropic.claude-3-sonnet-20240229-v1:0": {"token_limit": 200000}, "anthropic.claude-3-opus-20240229-v1:0": {"token_limit": 200000}, "anthropic.claude-3-5-sonnet-20240620-v1:0": {"token_limit": 200000}, "claude-3-5-haiku-latest": {"token_limit": 200000}, "anthropic.claude-v2:1": {"token_limit": 200000}, "anthropic.claude-v2": {"token_limit": 100000}, "anthropic.claude-instant-v1": {"token_limit": 100000}, "meta.llama3-8b-instruct-v1:0": {"token_limit": 8192}, "meta.llama3-70b-instruct-v1:0": {"token_limit": 8192}, "meta.llama2-13b-chat-v1": {"token_limit": 4096}, "meta.llama2-70b-chat-v1": {"token_limit": 4096}, "mistral.mistral-7b-instruct-v0:2": {"token_limit": 32768}, "mistral.mixtral-8x7b-instruct-v0:1": {"token_limit": 32768}, "mistral.mistral-large-2402-v1:0": {"token_limit": 32768}, "mistral.mistral-small-2402-v1:0": {"token_limit": 32768}, "amazon.titan-embed-text-v1": {"token_limit": 8000}, "amazon.titan-embed-text-v2:0": {"token_limit": 8000}, "cohere.embed-english-v3": {"token_limit": 512}, "cohere.embed-multilingual-v3": {"token_limit": 512} }, "mistralai": { "mistral-large-latest": {"token_limit": 128000}, "open-mistral-nemo": {"token_limit": 128000}, "codestral-latest": {"token_limit": 32000} }, "togetherai": {"Meta-Llama-3.1-70B-Instruct-Turbo": {"token_limit": 128000}} }