mirror of
https://github.com/infiniflow/ragflow.git
synced 2026-08-08 00:18:12 +08:00
2e2d12d262
## Summary Add a `batch_size` field to every embedding model entry in `conf/models/*.json`. The field represents the maximum number of text inputs that can be submitted to the embedding API in a single request. **75 embedding models across 30 config files** now carry a `batch_size`. Values were verified against each provider's official documentation (see the verification table at `Desktop/embedding_models_verified.md`). ## Distribution | batch_size | # models | Provider / Model | |---|---|---| | 1 | 2 | AWS Bedrock `amazon.titan-embed-text-v1/v2:0` — Bedrock `invoke` accepts a single input per call | | 10 | 3 | Aliyun `text-embedding-v3/v4`, Volcengine `doubao-embedding-vision-251215` | | 16 | 5 | BaiChuan `Baichuan-Text-Embedding`, Baidu Qianfan `embedding-v1`, Mistral `mistral-embed`, Replicate (x2) | | 32 | 10 | NVIDIA NIM (x3), SILICONFLOW (x2), PPIO (x3), GiteeAI `bge-m3`, HuaweiCloud `bge-m3` | | 50 | 4 | Tencent Hunyuan `kinfra` embeddings (x4) — `InputList.N` max 50 | | 96 | 8 | Cohere embed-v3/v4 (x5), Bedrock Cohere (x3) | | 100 | 3 | Google Gemini `text-embedding-004`, Upstage (x2) | | 512 | 5 | Zhipu GLM `embedding-2/3` (x2), Perplexity `pplx-embed` (x2), Astraflow `text-embedding-3-large` | | 1000 | 9 | Voyage AI (x9) — API reference max | | 1024 | 1 | DeepInfra `Qwen/Qwen3-Embedding-4B` | | 2048 | 15 | OpenAI (x3) + OpenAI-API-compatible proxies (CometAPI, n1n, Jiekou.AI, GreenPT, TogetherAI, NovitaAI) — OpenAI contract limit | | 16384 | 10 | Jina (x8), 302.AI, GiteeAI `jina-clip-v2` — no documented Jina batch limit, safe high cap | --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
402 lines
7.8 KiB
JSON
402 lines
7.8 KiB
JSON
{
|
|
"name": "NVIDIA",
|
|
"url": {
|
|
"default": "https://integrate.api.nvidia.com/v1"
|
|
},
|
|
"url_suffix": {
|
|
"chat": "chat/completions",
|
|
"models": "models",
|
|
"embedding": "embeddings",
|
|
"rerank": "ranking"
|
|
},
|
|
"class": "nvidia",
|
|
"models": [
|
|
{
|
|
"name": "deepseek-ai/deepseek-v4-flash",
|
|
"content_length": 1048576,
|
|
"max_output": 393216,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "deepseek-ai/deepseek-v4-pro",
|
|
"content_length": 1048576,
|
|
"max_output": 393216,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "google/diffusiongemma-26b-a4b-it",
|
|
"content_length": 262144,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "google/gemma-4-31b-it",
|
|
"content_length": 262144,
|
|
"max_output": 262144,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "meta/llama-3.1-70b-instruct",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "meta/llama-3.1-8b-instruct",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "meta/llama-3.2-11b-vision-instruct",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat",
|
|
"vision"
|
|
]
|
|
},
|
|
{
|
|
"name": "meta/llama-3.2-1b-instruct",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "meta/llama-3.2-3b-instruct",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "meta/llama-3.2-90b-vision-instruct",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat",
|
|
"vision"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "meta/llama-3.3-70b-instruct",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "meta/llama-guard-4-12b",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "minimaxai/minimax-m3",
|
|
"content_length": 1048576,
|
|
"max_output": 16384,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "mistralai/mistral-medium-3.5-128b",
|
|
"content_length": 262144,
|
|
"max_output": 262144,
|
|
"model_types": [
|
|
"chat",
|
|
"vision"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "mistralai/mistral-nemotron",
|
|
"content_length": 131072,
|
|
"max_output": 131072,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "moonshotai/kimi-k2.6",
|
|
"content_length": 262144,
|
|
"max_output": 131072,
|
|
"model_types": [
|
|
"chat",
|
|
"vision"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/ising-calibration-1.5-31b",
|
|
"content_length": 8192,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "nvidia/llama-3.1-nemotron-nano-8b-v1",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/llama-3.1-nemotron-nano-vl-8b-v1",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat",
|
|
"vision"
|
|
]
|
|
},
|
|
{
|
|
"name": "nvidia/llama-3.1-nemotron-safety-guard-8b-v3",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/llama-3.3-nemotron-super-49b-v1",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/llama-3.3-nemotron-super-49b-v1.5",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"thinking": {
|
|
"default_value": true,
|
|
"clear_thinking": true
|
|
},
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/nemotron-3-embed-1b",
|
|
"max_tokens": 8192,
|
|
"model_types": [
|
|
"embedding"
|
|
],
|
|
"batch_size": 32
|
|
},
|
|
{
|
|
"name": "nvidia/nemotron-3-nano-30b-a3b",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/nemotron-3-nano-omni-30b-a3b-reasoning",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat",
|
|
"vision"
|
|
],
|
|
"thinking": {
|
|
"default_value": true,
|
|
"clear_thinking": true
|
|
},
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/nemotron-3-super-120b-a12b",
|
|
"content_length": 262144,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/nemotron-3-ultra-550b-a55b",
|
|
"content_length": 262144,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "nvidia/nemotron-3.5-content-safety",
|
|
"content_length": 8192,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "nvidia/nemotron-mini-4b-instruct",
|
|
"content_length": 8192,
|
|
"max_output": 4096,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/nemotron-nano-12b-v2-vl",
|
|
"content_length": 8192,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat",
|
|
"vision"
|
|
]
|
|
},
|
|
{
|
|
"name": "nvidia/nv-embed-v1",
|
|
"max_tokens": 32768,
|
|
"model_types": [
|
|
"embedding"
|
|
],
|
|
"batch_size": 32
|
|
},
|
|
{
|
|
"name": "nvidia/nv-embedcode-7b-v1",
|
|
"max_tokens": 8192,
|
|
"model_types": [
|
|
"embedding"
|
|
],
|
|
"batch_size": 32
|
|
},
|
|
{
|
|
"name": "nvidia/nvidia-nemotron-nano-9b-v2",
|
|
"content_length": 131072,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "nvidia/riva-translate-4b-instruct-v2",
|
|
"content_length": 8192,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "openai/gpt-oss-120b",
|
|
"content_length": 131072,
|
|
"max_output": 131072,
|
|
"model_types": [
|
|
"chat"
|
|
],
|
|
"tools": {
|
|
"support": true
|
|
}
|
|
},
|
|
{
|
|
"name": "openai/gpt-oss-20b",
|
|
"content_length": 131072,
|
|
"max_output": 131072,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "poolside/laguna-xs-2.1",
|
|
"content_length": 262144,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "stepfun-ai/step-3.7-flash",
|
|
"content_length": 32768,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "thinkingmachines/inkling",
|
|
"content_length": 8192,
|
|
"max_output": 8192,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
},
|
|
{
|
|
"name": "z-ai/glm-5.2",
|
|
"content_length": 1000000,
|
|
"max_output": 128000,
|
|
"model_types": [
|
|
"chat"
|
|
]
|
|
}
|
|
]
|
|
}
|