Models
List and explore available AI models
Models
List and retrieve information about available AI models. Melious provides access to 45+ open-source models from leading AI research labs, hosted on European infrastructure for privacy and compliance.
List Models
GET /v1/modelsReturns all available models in OpenAI format.
from openai import OpenAI
client = OpenAI(
api_key="sk-mel-your-api-key-here",
base_url="https://api.melious.ai/v1"
)
models = client.models.list()
for model in models.data:
print(f"{model.id} - {model.owned_by}")import OpenAI from 'openai';
const client = new OpenAI({
apiKey: 'sk-mel-your-api-key-here',
baseURL: 'https://api.melious.ai/v1'
});
const models = await client.models.list();
for (const model of models.data) {
console.log(`${model.id} - ${model.owned_by}`);
}curl https://api.melious.ai/v1/models \
-H "Authorization: Bearer sk-mel-your-api-key-here"Query Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
include_meta | boolean | false | Include Melious-specific metadata |
Response
{
"object": "list",
"data": [
{
"id": "gpt-oss-120b",
"object": "model",
"created": 1699999999,
"owned_by": "Meta"
},
{
"id": "qwen3-235b-a22b-instruct",
"object": "model",
"created": 1699999999,
"owned_by": "Qwen"
}
]
}With Metadata
curl "https://api.melious.ai/v1/models?include_meta=true" \
-H "Authorization: Bearer sk-mel-your-api-key-here"{
"object": "list",
"data": [
{
"id": "gpt-oss-120b",
"object": "model",
"created": 1699999999,
"owned_by": "Meta",
"_meta": {
"type": "chat",
"input_modalities": ["text"],
"output_modalities": ["text"],
"capabilities": {
"streaming": true,
"function_calling": true
},
"context_length": 131072
}
}
]
}Retrieve Model
GET /v1/models/{model_id}Get details for a specific model.
model = client.models.retrieve("gpt-oss-120b")
print(f"Model: {model.id}")
print(f"Owner: {model.owned_by}")const model = await client.models.retrieve('gpt-oss-120b');
console.log(`Model: ${model.id}`);
console.log(`Owner: ${model.owned_by}`);curl https://api.melious.ai/v1/models/gpt-oss-120b \
-H "Authorization: Bearer sk-mel-your-api-key-here"Available Models
Chat Models
| Model | Brand | Context | Vision | Tools | Reasoning |
|---|---|---|---|---|---|
gpt-oss-120b | Meta | 131K | No | Yes | No |
llama-3.1-8b-instruct | Meta | 131K | No | No | No |
qwen3-235b-a22b-instruct | Qwen | 268K | No | Yes | No |
qwen3-235b-a22b-thinking | Qwen | 262K | No | Yes | Yes |
qwen3-coder-480b-a35b-instruct | Qwen | 262K | No | Yes | No |
qwen3-coder-30b-a3b-instruct | Qwen | 262K | No | Yes | No |
qwen3-30b-a3b-instruct | Qwen | 262K | No | Yes | No |
qwen3-30b-a3b-thinking | Qwen | 262K | No | Yes | Yes |
qwen3-32b | Qwen | 40K | No | Yes | Hybrid |
qwen3-4b-instruct | Qwen | 262K | No | Yes | No |
qwen3-4b-thinking | Qwen | 262K | No | Yes | Yes |
deepseek-r1-0528 | DeepSeek | 131K | No | Yes | Yes |
kimi-k2-instruct | Moonshot | 134K | No | Yes | No |
kimi-k2-thinking | Moonshot | 134K | No | Yes | Yes |
hermes-4-405b | NousResearch | 131K | No | Yes | Hybrid |
hermes-4-70b | NousResearch | 131K | No | Yes | Hybrid |
gpt-oss-120b | OpenAI (OSS) | 128K | No | Yes | Yes |
gpt-oss-20b | OpenAI (OSS) | 128K | No | Yes | Yes |
gemma-3-27b | 131K | Yes | Yes | No | |
mistral-small-3.2-24b-instruct | Mistral | 131K | Yes | Yes | No |
devstral-small-2505 | Mistral | 131K | No | Yes | No |
glm-4.5 | ZAI | 131K | No | Yes | Hybrid |
glm-4.5-air | ZAI | 131K | No | Yes | Hybrid |
glm-4.6 | ZAI | 131K | No | Yes | Hybrid |
deepseek-ocr | DeepSeek | 32K | Yes | Yes | No |
nemotron-nano-v2-12b | NVIDIA | 131K | No | Yes | No |
intellect-3 | PrimeIntellect | 131K | No | Yes | No |
Audio-Input Models
| Model | Brand | Context | Description |
|---|---|---|---|
voxtral-small-24b-2507 | Mistral | 131K | Accepts audio input for chat |
Embedding Models
| Model | Brand | Context | Description |
|---|---|---|---|
bge-m3 | BAAI | 8K | Multilingual, high performance |
bge-multilingual-gemma2 | BAAI | 8K | Gemma-based multilingual |
bge-en-icl | BAAI | 32K | Long context English |
bge-large-en-v1.5 | BAAI | 512 | English, high quality |
bge-base-en-v1.5 | BAAI | 512 | English, balanced |
qwen3-embedding-8b | Qwen | 32K | Long context |
e5-mistral-7b-instruct | intfloat | 32K | Instruction-tuned |
paraphrase-multilingual-mpnet | Sentence Transformers | 512 | Multilingual paraphrasing |
Reranking Models
| Model | Brand | Context | Description |
|---|---|---|---|
bge-reranker-v2-m3 | BAAI | 8K | Multilingual semantic reranking |
Image Models
| Model | Brand | Description |
|---|---|---|
flux-dev | Black Forest Labs | High-quality generation |
flux-schnell | Black Forest Labs | Fast generation |
sdxl-base-1.0 | Stability AI | SDXL base model |
sdxl-base-v10 | Stability AI | SDXL base v10 |
sdxl-lightning-4step | ByteDance | Fast 4-step generation |
sdxl-lightning-8step | ByteDance | Quality 8-step generation |
Audio Models (Speech-to-Text)
| Model | Brand | Description |
|---|---|---|
whisper-large-v3 | OpenAI | High-accuracy transcription |
whisper-large-v3-turbo | OpenAI | Fast transcription |
All models are open-source and hosted on European infrastructure. No data is sent to closed-source API providers.
Model Capabilities
Vision Support
Models with vision can process images alongside text:
{
"input_modalities": ["text", "image"]
}Vision-capable models:
gemma-3-27b(Google)mistral-small-3.2-24b-instruct(Mistral)deepseek-ocr(DeepSeek) - OCR and document understanding
Audio Input
For audio input with chat models:
{
"input_modalities": ["text", "audio"]
}Audio-input models:
voxtral-small-24b-2507(Mistral)
Function Calling
Most models support function calling (tools):
{
"capabilities": {
"function_calling": true
}
}Reasoning Models
Some models are optimized for complex reasoning tasks:
Reasoning models:
deepseek-r1-0528- DeepSeek reasoning modelkimi-k2-thinking- Moonshot thinking modelqwen3-235b-a22b-thinking- Qwen thinking variantqwen3-30b-a3b-thinking- Qwen thinking variantqwen3-4b-thinking- Qwen thinking variantgpt-oss-120b/gpt-oss-20b- OpenAI open-source reasoning
Hybrid models (can operate in both modes):
hermes-4-405b,hermes-4-70b- NousResearchglm-4.5,glm-4.5-air,glm-4.6- ZAIqwen3-32b- Qwen
Reasoning models may take longer but produce higher-quality responses for complex tasks like math, coding, and multi-step analysis.
Model Selection Guide
Top Recommended Models
| Model | Strength | Best For |
|---|---|---|
gpt-oss-120b | Best efficiency/performance, fastest | General use, speed priority |
kimi-k2-thinking | Best reasoning | Complex analysis, math, coding problems |
qwen3-235b-a22b-instruct | Best non-reasoning quality | High-quality general chat, long context |
By Use Case
| Use Case | Recommended Models |
|---|---|
| General chat | gpt-oss-120b, qwen3-235b-a22b-instruct |
| Complex reasoning | kimi-k2-thinking, deepseek-r1-0528 |
| Role-playing | hermes-4-70b, kimi-k2-instruct |
| Vision/images | mistral-small-3.2-24b-instruct, gemma-3-27b |
| Coding | kimi-k2-thinking, qwen3-coder-480b-a35b-instruct |
| Long context | qwen3-235b-a22b-instruct (268K), qwen3-30b-a3b-instruct (262K) |
| Low latency | gpt-oss-120b, qwen3-4b-instruct |
| Embeddings | qwen3-embedding-8b, bge-m3 |
| Reranking/RAG | bge-reranker-v2-m3 |
| Document OCR | deepseek-ocr |
| Image generation | flux-schnell (fast), flux-dev (quality) |
| Transcription | whisper-large-v3-turbo (fast), whisper-large-v3 (quality) |
Error Codes
| Code | Description |
|---|---|
RESOURCE_NOT_FOUND | Model doesn't exist |
AUTH_INVALID_API_KEY | Invalid API key |
See Also
- Chat Completions - Use models for chat
- Embeddings - Embedding models
- Reranking - Rerank documents by relevance