Skip to content

Commit b79d541

Browse files
shssoichiroshssoichiro
authored
docs: update open model recs for embed and rerank (#7313)
* docs: update open model recs for embed and rerank * fix rebase
1 parent 36fe993 commit b79d541

File tree

1 file changed

+9
-9
lines changed

1 file changed

+9
-9
lines changed

‎docs/customization/models.mdx

Lines changed: 9 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -16,15 +16,15 @@ description: "These blocks form the foundation of the entire assistant experienc
1616

1717
### Best Models by Role
1818

19-
| Model role | Best open models | Best closed models | Notes |
20-
| :----------- | :------------------------------------------------------------------------------------------------------------------------------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------------------------------- |
21-
| Agent / Plan | Qwen 3 Coder (480B), Qwen 3 Coder (30B), Devstral (27B), Devstral, GLM 4.5 (355B), GLM 4.5 Air (106B), Kimi K2 (1T), gpt-oss (120B), gpt-oss (20B) | [Claude Opus 4.1](https://hub.continue.dev/anthropic/claude-4-1-opus), [Claude Sonnet 4](https://hub.continue.dev/anthropic/claude-4-sonnet), [GPT-5](https://hub.continue.dev/openai/gpt-5), [Gemini 2.5 Pro](https://hub.continue.dev/google/gemini-2.5-pro) | Closed models are slightly better than open models |
22-
| Chat / Edit | Qwen 3 Coder (480B), Qwen 3 Coder (30B), gpt-oss (120B), gpt-oss (20B) | [Claude Opus 4.1](https://hub.continue.dev/anthropic/claude-4-1-opus), [Claude Sonnet 4](https://hub.continue.dev/anthropic/claude-4-sonnet), [GPT-5](https://hub.continue.dev/openai/gpt-5), [Gemini 2.5 Pro](https://hub.continue.dev/google/gemini-2.5-pro) | Closed and open models have pretty similar performance |
23-
| Autocomplete | [QwenCoder2.5 (1.5B)](https://hub.continue.dev/ollama/qwen2.5-coder-1.5b), QwenCoder2.5 (7B) | [Codestral](https://hub.continue.dev/mistral/codestral), Mercury Coder | Closed models are slightly better than open models |
24-
| Apply | N/A | [Relace Instant Apply](https://hub.continue.dev/relace/instant-apply), [Morph Fast Apply](https://hub.continue.dev/morphllm/morph-v2) | Open models are basically non-existent / not good enough for this model role |
25-
| Embed | Nomic Embed Text | [Voyage Code 3](https://hub.continue.dev/voyageai/voyage-code-3), [Morph Embeddings](https://hub.continue.dev/morphllm/morph-embedding-v2), Codestral Embed, | Open embeddings models are emerging but closed models still perform better |
26-
| Rerank | zerank-1, zerank-1-small | rerank-2.5, Relace Code Rerank, [Morph Rerank](https://hub.continue.dev/morphllm/morph-rerank-v2) | Open models are beginning to emerge for this model role |
27-
| Next Edit | Zeta | Mercury Coder | Closed models are significantly better than open models |
19+
| Model role | Best open models | Best closed models | Notes |
20+
| :----------- | :----------------------------------------------------------------------------------------------------------------------------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------------------------------- |
21+
| Agent / Plan | Qwen3 Coder (480B), Qwen3 Coder (30B), Devstral (27B), Devstral, GLM 4.5 (355B), GLM 4.5 Air (106B), Kimi K2 (1T), gpt-oss (120B), gpt-oss (20B) | [Claude Opus 4.1](https://hub.continue.dev/anthropic/claude-4-1-opus), [Claude Sonnet 4](https://hub.continue.dev/anthropic/claude-4-sonnet), [GPT-5](https://hub.continue.dev/openai/gpt-5), [Gemini 2.5 Pro](https://hub.continue.dev/google/gemini-2.5-pro) | Closed models are slightly better than open models |
22+
| Chat / Edit | Qwen3 Coder (480B), Qwen3 Coder (30B), gpt-oss (120B), gpt-oss (20B) | [Claude Opus 4.1](https://hub.continue.dev/anthropic/claude-4-1-opus), [Claude Sonnet 4](https://hub.continue.dev/anthropic/claude-4-sonnet), [GPT-5](https://hub.continue.dev/openai/gpt-5), [Gemini 2.5 Pro](https://hub.continue.dev/google/gemini-2.5-pro) | Closed and open models have pretty similar performance |
23+
| Autocomplete | [QwenCoder2.5 (1.5B)](https://hub.continue.dev/ollama/qwen2.5-coder-1.5b), QwenCoder2.5 (7B) | [Codestral](https://hub.continue.dev/mistral/codestral), Mercury Coder | Closed models are slightly better than open models |
24+
| Apply | N/A | [Relace Instant Apply](https://hub.continue.dev/relace/instant-apply), [Morph Fast Apply](https://hub.continue.dev/morphllm/morph-v2) | Open models are basically non-existent / not good enough for this model role |
25+
| Embed | [Nomic Embed Text](https://hub.continue.dev/ollama/nomic-embed-text-latest), Qwen3 Embedding | [Voyage Code 3](https://hub.continue.dev/voyageai/voyage-code-3), [Morph Embeddings](https://hub.continue.dev/morphllm/morph-embedding-v2), Codestral Embed | Closed models are slightly better than open models |
26+
| Rerank | zerank-1, zerank-1-small, Qwen3 Reranker | [Voyage Rerank 2.5](https://hub.continue.dev/voyageai/rerank-2-5), Relace Code Rerank, [Morph Rerank](https://hub.continue.dev/morphllm/morph-rerank-v2) | Open models are beginning to emerge for this model role |
27+
| Next Edit | Zeta | Mercury Coder | Closed models are significantly better than open models |
2828

2929
## Learn More About Model Blocks
3030

0 commit comments

Comments
 (0)