Add KiteFishAI/Minnow-Em1-0.6B mdoel#4811
Open
anuj0456 wants to merge 3 commits into
Open
Conversation
Samoed
reviewed
Jun 14, 2026
| import mteb | ||
|
|
||
| minnow_em1_06b = ModelMeta( | ||
| loader=_loader, |
Member
There was a problem hiding this comment.
can you specify loader correctly?
Samoed
reviewed
Jun 14, 2026
Comment on lines
+58
to
+66
| model = SentenceTransformer( | ||
| self.model_name, | ||
| revision=self.revision, | ||
| model_kwargs={ | ||
| "torch_dtype": torch.bfloat16, | ||
| "attn_implementation": "sdpa", | ||
| }, | ||
| **{**self.kwargs, **kwargs}, | ||
| ) |
Member
There was a problem hiding this comment.
I don't think you should reinit model on each call
Suggested change
| model = SentenceTransformer( | |
| self.model_name, | |
| revision=self.revision, | |
| model_kwargs={ | |
| "torch_dtype": torch.bfloat16, | |
| "attn_implementation": "sdpa", | |
| }, | |
| **{**self.kwargs, **kwargs}, | |
| ) |
Comment on lines
+10
to
+12
|
|
||
| def _apply_bidirectional_patch(model: SentenceTransformer) -> SentenceTransformer: | ||
| """Override _update_causal_mask to enable bidirectional attention.""" |
Member
There was a problem hiding this comment.
I think you can change this in your model config by settings is_causal=False. Also this should be in models repo rather than in mteb implementation
Samoed
added
the
new model
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Add KiteFishAI/Minnow-Em1-0.6B
Registering KiteFishAI/Minnow-Em1-0.6B, a bidirectional embedding model
fine-tuned from Qwen3-0.6B by KiteFish AI.
ModelMeta
Filled out to the extent possible:
name,languages,open_weights,release_date✅n_parameters(600M),embed_dim(1024),max_tokens(512) ✅loaderimplemented via SentenceTransformer + bidirectional patch ✅adapted_from: Qwen/Qwen3-0.6B ✅revision: set to current HF Hub commit hash ✅Loading
Verified the model loads correctly via:
mteb.get_model("KiteFishAI/Minnow-Em1-0.6B", revision=...)✅