Docs

Providers

Hugging Face

Use Hugging Face through @anvia/openai.

Connection

Field Value
Anvia SDK @anvia/openai
Compatibility OpenAI-compatible endpoint
API URL https://router.huggingface.co/v1
Environment HF_TOKEN
Provider docs https://huggingface.co/docs/inference-providers
Models 49

Anvia Usage

This provider is listed as OpenAI-compatible. Start with @anvia/openai and the chat-completions adapter, then smoke test the exact workflow.

import { OpenAIClient } from "@anvia/openai";

const client = new OpenAIClient({
  apiKey: process.env.HF_TOKEN,
  baseUrl: "https://router.huggingface.co/v1",
  completionApi: "chat",
});

const model = client.completionModel("deepseek-ai/DeepSeek-R1");

Capabilities

Capability Value
Input modalities image, text, video
Output modalities text
Attachments 15 / 49 models
Tools 47 / 49 models
Structured output 20 / 49 models
Reasoning 39 / 49 models
Temperature 46 / 49 models
Open weights 49 / 49 models

Models

Model Family Input Output Capabilities Limits Cost Updated
deepseek-ai/DeepSeek-R1
DeepSeek-R1		 deepseek-thinking text text tools, schema, reasoning, temperature, open weights context: 64000 / output: 32768 input: 0.7 / output: 2.5 2025-05-29
deepseek-ai/DeepSeek-R1-0528
DeepSeek-R1-0528		 deepseek-thinking text text tools, reasoning, temperature, open weights context: 163840 / output: 163840 input: 3 / output: 5 2025-05-28
deepseek-ai/DeepSeek-V3.2
DeepSeek-V3.2		 deepseek text text tools, reasoning, temperature, open weights context: 163840 / output: 65536 input: 0.28 / output: 0.4 2025-12-01
deepseek-ai/DeepSeek-V4-Flash
DeepSeek V4 Flash		 deepseek-flash text text tools, schema, reasoning, temperature, open weights context: 1048576 / output: 384000 input: 0.14 / output: 0.28 2026-04-24
deepseek-ai/DeepSeek-V4-Pro
DeepSeek V4 Pro		 deepseek-thinking text text tools, schema, reasoning, temperature, open weights context: 1048576 / output: 393216 input: 0.435 / output: 0.87 / cache_read: 0.003625 2026-04-24
google/gemma-4-26B-A4B-it
Gemma 4 26B A4B IT		 gemma image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 32768 input: 0.13 / output: 0.4 2026-04-02
google/gemma-4-31B-it
Gemma 4 31B IT		 gemma image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 32768 input: 0.14 / output: 0.4 2026-04-02
meta-llama/Llama-3.3-70B-Instruct
Llama-3.3-70B-Instruct		 llama text text tools, schema, temperature, open weights context: 131072 / output: 4096 input: 0.59 / output: 0.79 2024-12-06
MiniMaxAI/MiniMax-M2
MiniMax-M2		 minimax text text tools, reasoning, temperature, open weights context: 204800 / output: 128000 input: 0.3 / output: 1.2 2025-10-27
MiniMaxAI/MiniMax-M2.1
MiniMax-M2.1		 minimax text text tools, reasoning, temperature, open weights context: 204800 / output: 131072 input: 0.3 / output: 1.2 2025-12-23
MiniMaxAI/MiniMax-M2.5
MiniMax-M2.5		 minimax text text tools, reasoning, temperature, open weights context: 204800 / output: 131072 input: 0.3 / output: 1.2 / cache_read: 0.03 2026-02-12
MiniMaxAI/MiniMax-M2.7
MiniMax-M2.7		 minimax text text tools, schema, reasoning, temperature, open weights context: 204800 / output: 131072 input: 0.3 / output: 1.2 / cache_read: 0.06 2026-03-18
MiniMaxAI/MiniMax-M3
MiniMax-M3		 minimax image, text text tools, schema, reasoning, temperature, open weights context: 524288 / output: 128000 input: 0.3 / output: 1.2 2026-06-01
moonshotai/Kimi-K2-Instruct
Kimi-K2-Instruct		 kimi-k2 text text tools, temperature, open weights context: 131072 / output: 16384 input: 1 / output: 3 2025-07-14
moonshotai/Kimi-K2-Instruct-0905
Kimi-K2-Instruct-0905		 kimi-k2 text text tools, temperature, open weights context: 262144 / output: 16384 input: 1 / output: 3 2025-09-04
moonshotai/Kimi-K2-Thinking
Kimi-K2-Thinking		 kimi-thinking text text tools, reasoning, temperature, open weights context: 262144 / output: 262144 input: 0.6 / output: 2.5 / cache_read: 0.15 2025-11-06
moonshotai/Kimi-K2.5
Kimi-K2.5		 kimi-k2 image, text, video text tools, reasoning, temperature, open weights context: 262144 / output: 262144 input: 0.6 / output: 3 / cache_read: 0.1 2026-01-01
moonshotai/Kimi-K2.6
Kimi-K2.6		 kimi-k2 image, text, video text tools, reasoning, temperature, open weights context: 262144 / output: 262144 input: 0.95 / output: 4 / cache_read: 0.16 2026-04-20
moonshotai/Kimi-K2.7-Code
Kimi K2.7 Code		 kimi-k2 image, text text tools, schema, reasoning, open weights context: 262144 / output: 262144 input: 0.95 / output: 4 2026-06-12
Qwen/Qwen3-235B-A22B
Qwen3 235B-A22B		 qwen text text tools, schema, reasoning, temperature, open weights context: 40960 / output: 16384 input: 0.2 / output: 0.8 2025-04
Qwen/Qwen3-235B-A22B-Thinking-2507
Qwen3-235B-A22B-Thinking-2507		 qwen text text tools, reasoning, temperature, open weights context: 262144 / output: 131072 input: 0.3 / output: 3 2025-07-25
Qwen/Qwen3-32B
Qwen3 32B		 qwen text text tools, schema, reasoning, temperature, open weights context: 131072 / output: 16384 input: 0.29 / output: 0.59 2025-04
Qwen/Qwen3-Coder-30B-A3B-Instruct
Qwen3-Coder 30B-A3B Instruct		 qwen text text tools, schema, temperature, open weights context: 262144 / output: 65536 input: 0.07 / output: 0.26 2025-04
Qwen/Qwen3-Coder-480B-A35B-Instruct
Qwen3-Coder-480B-A35B-Instruct		 qwen text text tools, temperature, open weights context: 262144 / output: 66536 input: 2 / output: 2 2025-07-23
Qwen/Qwen3-Coder-Next
Qwen3-Coder-Next		 qwen text text tools, temperature, open weights context: 262144 / output: 65536 input: 0.2 / output: 1.5 2026-02-03
Qwen/Qwen3-Embedding-4B
Qwen 3 Embedding 4B		 qwen text text open weights context: 32000 / output: 2048 input: 0.01 / output: 0 2025-01-01
Qwen/Qwen3-Embedding-8B
Qwen 3 Embedding 8B		 qwen text text open weights context: 32000 / output: 4096 input: 0.01 / output: 0 2025-01-01
Qwen/Qwen3-Next-80B-A3B-Instruct
Qwen3-Next-80B-A3B-Instruct		 qwen text text tools, temperature, open weights context: 262144 / output: 66536 input: 0.25 / output: 1 2025-09-11
Qwen/Qwen3-Next-80B-A3B-Thinking
Qwen3-Next-80B-A3B-Thinking		 qwen text text tools, temperature, open weights context: 262144 / output: 131072 input: 0.3 / output: 2 2025-09-11
Qwen/Qwen3.5-122B-A10B
Qwen3.5 122B-A10B		 qwen image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 65536 input: 0.4 / output: 3.2 2026-02-23
Qwen/Qwen3.5-27B
Qwen3.5 27B		 qwen image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 65536 input: 0.3 / output: 2.4 2026-02-23
Qwen/Qwen3.5-35B-A3B
Qwen3.5 35B-A3B		 qwen image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 65536 input: 0.25 / output: 2 2026-02-23
Qwen/Qwen3.5-397B-A17B
Qwen3.5-397B-A17B		 qwen image, text text tools, reasoning, temperature, open weights context: 262144 / output: 32768 input: 0.6 / output: 3.6 2026-02-01
Qwen/Qwen3.5-9B
Qwen3.5 9B		 qwen image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 65536 input: 0.17 / output: 0.25 2026-02-23
Qwen/Qwen3.6-27B
Qwen3.6 27B		 qwen image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 65536 input: 0.47 / output: 3.19 2026-04-22
Qwen/Qwen3.6-35B-A3B
Qwen3.6 35B-A3B		 qwen image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 65536 input: 0.15 / output: 0.95 2026-04-17
stepfun-ai/Step-3.5-Flash
Step 3.5 Flash		 - text text tools, reasoning, temperature, open weights context: 262144 / output: 256000 input: 0.1 / output: 0.3 2026-02-13
stepfun-ai/Step-3.7-Flash
Step 3.7 Flash		 - image, text text tools, reasoning, temperature, open weights context: 262144 / output: 256000 input: 0.2 / output: 1.15 2026-05-29
XiaomiMiMo/MiMo-V2-Flash
MiMo-V2-Flash		 mimo text text tools, reasoning, temperature, open weights context: 262144 / output: 4096 input: 0.1 / output: 0.3 2025-12-16
XiaomiMiMo/MiMo-V2.5-Pro
MiMo-V2.5-Pro		 mimo text text tools, schema, reasoning, temperature, open weights context: 1048576 / output: 131072 input: 1 / output: 3 2026-04-22
zai-org/GLM-4.5
GLM-4.5		 glm text text tools, reasoning, temperature, open weights context: 131072 / output: 98304 input: 0.6 / output: 2.2 2025-07-28
zai-org/GLM-4.5-Air
GLM-4.5-Air		 glm-air text text tools, reasoning, temperature, open weights context: 131072 / output: 98304 input: 0.13 / output: 0.85 2025-07-28
zai-org/GLM-4.5V
GLM-4.5V		 glm image, text text tools, reasoning, temperature, open weights context: 65536 / output: 16384 input: 0.6 / output: 1.8 2025-08-11
zai-org/GLM-4.6
GLM-4.6		 glm text text tools, reasoning, temperature, open weights context: 204800 / output: 131072 input: 0.55 / output: 2.2 2025-09-30
zai-org/GLM-4.7
GLM-4.7		 glm text text tools, reasoning, temperature, open weights context: 204800 / output: 131072 input: 0.6 / output: 2.2 / cache_read: 0.11 2025-12-22
zai-org/GLM-4.7-Flash
GLM-4.7-Flash		 glm text text tools, reasoning, temperature, open weights context: 200000 / output: 128000 input: 0 / output: 0 2025-08-08
zai-org/GLM-5
GLM-5		 glm text text tools, reasoning, temperature, open weights context: 202752 / output: 131072 input: 1 / output: 3.2 / cache_read: 0.2 2026-02-11
zai-org/GLM-5.1
GLM-5.1		 glm text text tools, reasoning, temperature, open weights context: 202752 / output: 131072 input: 1 / output: 3.2 / cache_read: 0.2 2026-04-03
zai-org/GLM-5.2
GLM-5.2		 glm text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 131072 input: 1.4 / output: 4.4 2026-06-13

Read Gateway caveats before enabling this provider in production.