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1 change: 1 addition & 0 deletions labs/baai/lab.toml
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description = "The Beijing Academy of Artificial Intelligence publishes the BGE family, a widely used set of open embedding and reranking models for retrieval."
3 changes: 3 additions & 0 deletions labs/baai/logo.svg
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1 change: 1 addition & 0 deletions labs/hcompany/lab.toml
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description = "H Company builds Holo models for GUI grounding, letting computer-use agents locate and act on elements in web, desktop, and mobile interfaces."
3 changes: 3 additions & 0 deletions labs/hcompany/logo.svg
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1 change: 1 addition & 0 deletions labs/intfloat/lab.toml
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description = "intfloat publishes the E5 text-embedding family, contrastively trained retrieval models covering English and multilingual corpora."
1 change: 1 addition & 0 deletions labs/nousresearch/lab.toml
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description = "Nous Research fine-tunes open base models into the Hermes line, favouring steerable, hybrid-reasoning assistants with neutral alignment."
3 changes: 3 additions & 0 deletions labs/nousresearch/logo.svg
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1 change: 1 addition & 0 deletions labs/sentence-transformers/lab.toml
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description = "The sentence-transformers project maintains compact bi-encoder embedding models for sentence similarity, clustering, and paraphrase mining."
24 changes: 24 additions & 0 deletions models/alibaba/qwen3-30b-a3b-instruct-2507.toml
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name = "Qwen3 30B-A3B Instruct 2507"
description = "Compact open Qwen3 MoE instruct model for fast multilingual chat, coding, and tool use"
family = "qwen"
release_date = "2025-07-29"
last_updated = "2025-07-29"
attachment = false
reasoning = false
temperature = true
tool_call = true
structured_output = true
open_weights = true
license = "Apache-2.0"

[limit]
context = 262_144
output = 16_384

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507"
23 changes: 23 additions & 0 deletions models/alibaba/qwen3-embedding-8b.toml
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name = "Qwen3 Embedding 8B"
description = "Largest Qwen3 embedding model for multilingual retrieval, ranking, and code search"
family = "qwen"
release_date = "2025-06-03"
last_updated = "2025-06-03"
attachment = false
reasoning = false
temperature = false
tool_call = false
open_weights = true
license = "Apache-2.0"

[limit]
context = 32_768
output = 1

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/Qwen/Qwen3-Embedding-8B"
23 changes: 23 additions & 0 deletions models/baai/bge-large-en-v1.5.toml
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name = "BGE Large EN v1.5"
description = "English text embedding model for semantic search, retrieval, and reranking pipelines"
family = "bge"
release_date = "2023-09-12"
last_updated = "2023-09-12"
attachment = false
reasoning = false
temperature = false
tool_call = false
open_weights = true
license = "MIT"

[limit]
context = 512
output = 1

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/BAAI/bge-large-en-v1.5"
23 changes: 23 additions & 0 deletions models/baai/bge-m3.toml
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name = "BGE M3"
description = "Multilingual multi-granularity embedding model for dense, sparse, and multi-vector retrieval"
family = "bge"
release_date = "2024-01-27"
last_updated = "2024-01-27"
attachment = false
reasoning = false
temperature = false
tool_call = false
open_weights = true
license = "MIT"

[limit]
context = 8_192
output = 1

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/BAAI/bge-m3"
23 changes: 23 additions & 0 deletions models/baai/bge-multilingual-gemma2.toml
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name = "BGE Multilingual Gemma2"
description = "Gemma 2 based multilingual embedding model for cross-language search and retrieval"
family = "bge"
release_date = "2024-07-29"
last_updated = "2024-07-29"
attachment = false
reasoning = false
temperature = false
tool_call = false
open_weights = true
license = "Gemma"

[limit]
context = 8_192
output = 1

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/BAAI/bge-multilingual-gemma2"
30 changes: 30 additions & 0 deletions models/google/gemma-3-27b-it.toml
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name = "Gemma 3 27B IT"
description = "Open Gemma 3 instruction model with vision input and a long multilingual context"
family = "gemma"
release_date = "2025-03-12"
last_updated = "2025-03-12"
attachment = true
reasoning = false
temperature = true
tool_call = true
structured_output = true
knowledge = "2024-08"
open_weights = true
license = "Gemma"

[limit]
context = 131_072
output = 8_192

[modalities]
input = ["text", "image"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/google/gemma-3-27b-it"

[[links]]
label = "Model card"
url = "https://ai.google.dev/gemma/docs/core/model_card_3"
type = "model_card"
22 changes: 22 additions & 0 deletions models/hcompany/holo2-30b-a3b.toml
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name = "Holo2 30B A3B"
description = "Open GUI-grounding model that reads web, desktop, and mobile interfaces for computer-use agents"
release_date = "2025-11-10"
last_updated = "2025-11-10"
attachment = true
reasoning = false
temperature = true
tool_call = true
open_weights = true
license = "Apache-2.0"

[limit]
context = 131_072
output = 16_384

[modalities]
input = ["text", "image"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/Hcompany/Holo2-30B-A3B"
23 changes: 23 additions & 0 deletions models/intfloat/multilingual-e5-large-instruct.toml
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name = "Multilingual E5 Large Instruct"
description = "Instruction-tuned multilingual E5 embedding model for task-conditioned retrieval"
family = "text-embedding"
release_date = "2024-02-08"
last_updated = "2024-02-08"
attachment = false
reasoning = false
temperature = false
tool_call = false
open_weights = true
license = "MIT"

[limit]
context = 512
output = 1

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/intfloat/multilingual-e5-large-instruct"
23 changes: 23 additions & 0 deletions models/intfloat/multilingual-e5-large.toml
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name = "Multilingual E5 Large"
description = "Multilingual E5 embedding model for semantic search and retrieval across 100 languages"
family = "text-embedding"
release_date = "2023-06-30"
last_updated = "2023-06-30"
attachment = false
reasoning = false
temperature = false
tool_call = false
open_weights = true
license = "MIT"

[limit]
context = 512
output = 1

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/intfloat/multilingual-e5-large"
30 changes: 30 additions & 0 deletions models/meta/llama-3.1-405b-instruct.toml
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name = "Llama 3.1 405B Instruct"
description = "Largest open Llama 3.1 instruct model for multilingual chat, reasoning, and coding"
family = "llama"
release_date = "2024-07-23"
last_updated = "2024-07-23"
attachment = false
reasoning = false
temperature = true
tool_call = true
structured_output = true
knowledge = "2023-12"
open_weights = true
license = "Llama 3.1 Community License"

[limit]
context = 128_000
output = 4_096

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/meta-llama/Llama-3.1-405B-Instruct"

[[links]]
label = "Model card"
url = "https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/MODEL_CARD.md"
type = "model_card"
23 changes: 23 additions & 0 deletions models/mistral/voxtral-small-2507.toml
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name = "Voxtral Small 24B 2507"
description = "Open Mistral speech-understanding model for transcription, audio Q&A, and summarisation"
family = "voxtral"
release_date = "2025-07-15"
last_updated = "2025-07-15"
attachment = true
reasoning = false
temperature = true
tool_call = false
open_weights = true
license = "Apache-2.0"

[limit]
context = 32_000
output = 4_096

[modalities]
input = ["text", "audio"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/mistralai/Voxtral-Small-24B-2507"
29 changes: 29 additions & 0 deletions models/nousresearch/hermes-4-405b.toml
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name = "Hermes 4 405B"
description = "Hybrid-reasoning Hermes 4 built on Llama 3.1 405B for logic, math, and steerable chat"
family = "hermes"
release_date = "2025-08-26"
last_updated = "2025-08-26"
attachment = false
reasoning = true
temperature = true
tool_call = true
knowledge = "2023-12"
open_weights = true
license = "Llama 3.1 Community License"

[limit]
context = 128_000
output = 16_384

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/NousResearch/Hermes-4-405B"

[[links]]
label = "Announcement"
url = "https://hermes4.nousresearch.com"
type = "announcement"
30 changes: 30 additions & 0 deletions models/nousresearch/hermes-4-70b.toml
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name = "Hermes 4 70B"
description = "Hybrid-reasoning Hermes 4 built on Llama 3.1 70B for deliberate analysis and tool use"
family = "hermes"
release_date = "2025-08-26"
last_updated = "2025-08-26"
attachment = false
reasoning = true
temperature = true
tool_call = true
structured_output = true
knowledge = "2023-12"
open_weights = true
license = "Llama 3.1 Community License"

[limit]
context = 128_000
output = 16_384

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/NousResearch/Hermes-4-70B"

[[links]]
label = "Announcement"
url = "https://hermes4.nousresearch.com"
type = "announcement"
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name = "Paraphrase Multilingual MPNet Base v2"
description = "Compact multilingual sentence embedding model for paraphrase matching and clustering"
family = "text-embedding"
release_date = "2021-06-02"
last_updated = "2021-06-02"
attachment = false
reasoning = false
temperature = false
tool_call = false
open_weights = true
license = "Apache-2.0"

[limit]
context = 128
output = 1

[modalities]
input = ["text"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2"
4 changes: 4 additions & 0 deletions packages/web/src/render.tsx
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Expand Up @@ -99,9 +99,13 @@ interface SearchIndexItem {

const LAB_NAME_OVERRIDES: Record<string, string> = {
alibaba: "Alibaba",
baai: "BAAI",
hcompany: "H Company",
intfloat: "intfloat",
meta: "Meta",
minimax: "MiniMax",
moonshotai: "Moonshot AI",
nousresearch: "Nous Research",
openai: "OpenAI",
perplexity: "Perplexity",
stepfun: "StepFun",
Expand Down
3 changes: 3 additions & 0 deletions providers/melious/logo.svg
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