Commit Graph
195 Commits
Author SHA1 Message Date
Oleksiy Syvokon 5df71e7dcc ep: Move scores aggegation to edit_prediction_metrics (#55609)
This way, it can be shared with Python bindings.


Release Notes:

- N/A
2026-05-04 09:53:36 +00:00
Yara 🏳️‍⚧️ 0438bf5268 Rust 1.95 (#55104)
Self-Review Checklist:

- [x] I've reviewed my own diff for quality, security, and reliability
- [x] Unsafe blocks (if any) have justifying comments
- [x] The content is consistent with the [UI/UX
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)
- [x] Tests cover the new/changed behavior
- [x] Performance impact has been considered and is acceptable

Closes #ISSUE

Release Notes:

- N/A
2026-04-29 10:27:47 +00:00
Oleksiy Syvokon 5b30fce971 ep: Add option to split datasets by project (#55071)
`ep split --stratify=project` will use the first component of
`cursor_path`, which is a worktree name. This is an alternative to
`--stratify=repo` in absence of `repository_url`


Release Notes:

- N/A
2026-04-28 12:33:48 +00:00
Ben Kunkle aba82e90f1 ep: Add diagnostics teacher format (#54999)
Self-Review Checklist:

- [x] I've reviewed my own diff for quality, security, and reliability
- [x] Unsafe blocks (if any) have justifying comments
- [x] The content is consistent with the [UI/UX
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)
- [x] Tests cover the new/changed behavior
- [x] Performance impact has been considered and is acceptable

Closes #ISSUE

Release Notes:

- N/A or Added/Fixed/Improved ...
2026-04-28 09:53:00 +00:00
Lukas Wirth e1a69bdc8f Remove smol as a dependency from a bunch of crates (#53603)
We aren't making use of it in these crates and it unblocks some
web-related work

Release Notes:

- N/A or Added/Fixed/Improved ...
2026-04-24 10:29:51 +00:00
Guilherme do Amaral AlvesandOleksiy Syvokon 17fbf34ddf Add interleaved_reasoning option to openai compatible models (#54016)
Release Notes:

- Added interleaved_reasoning option to openai compatible models

---

This PR adds the interleaved_reasoning option for OpenAI-compatible
models, addressing the issue described in
https://github.com/ggml-org/llama.cpp/issues/20837.

In my testing, enabling interleaved_reasoning not only resolved the
tool-calling issues encountered by Qwen3.5 models in llama.cpp, but also
appeared to improve the model's coding capabilities. I have also
verified the outgoing requests using a proxy to ensure the parameter is
being sent correctly.It is also likely that this change will benefit
other models and providers as well.

Note: While I used AI to assist with the implementation, I have reviewed
and tested the changes. As I am relatively new to Rust and the Zed
codebase, I would appreciate any feedback or suggestions for
improvement. I am happy to make further adjustments if needed.

Thank you all for building such an amazing editor!

Co-authored-by: Oleksiy Syvokon <oleksiy@zed.dev>
2026-04-22 10:40:37 +00:00
Oleksiy Syvokon be6ffa17ee ep: Remove code duplication and extend prompt size limit (#54453)
V0327 requires a larger prompt limit.


Release Notes:

- N/A
2026-04-21 20:19:35 +00:00
Oleksiy Syvokon 448e61eadb ep: Repair teacher outputs if num of discarded chars is too high (#54441)
Release Notes:

- N/A
2026-04-21 22:46:16 +03:00
Oleksiy Syvokon db3ff07588 ep: Fix teacher's output parser for v0327 (#54416)
Release Notes:

- N/A
2026-04-21 17:41:00 +03:00
Oleksiy Syvokon 814d2bc86c ep: Add V0327SingleFile prompt (#54338)
Simplification of V0318 with:

- Simpler editable region selection strategy
- Large current file snippet
- No related files



Release Notes:

- N/A
2026-04-20 20:31:31 +03:00
Ben Kunkle 5f2d7876a4 ep: Send preferred experiment in a header (#54154)
Self-Review Checklist:

- [x] I've reviewed my own diff for quality, security, and reliability
- [x] Unsafe blocks (if any) have justifying comments
- [x] The content is consistent with the [UI/UX
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)
- [x] Tests cover the new/changed behavior
- [x] Performance impact has been considered and is acceptable

Closes #ISSUE

Release Notes:

- N/A or Added/Fixed/Improved ...
2026-04-17 07:25:01 -04:00
Oleksiy SyvokonandBen Kunkle bff4df6306 Move edit prediction metrics into shared crate (#53912)
Release Notes:

- N/A

---------

Co-authored-by: Ben Kunkle <ben@zed.dev>
2026-04-14 21:04:10 +03:00
Oleksiy Syvokon 148317aa5d ep: Add LCS-based recall (#53509)
This PR adds the `correctly_deleted_chars` field and updates `kept_rate`
to account for it, not just inserted chars.

It also adds `recall_rate` to measure coverage of reference
insertions/deletions.

Finally, it renames "final" to "reference" and "prediction" to
"candidate".

Self-Review Checklist:

- [x] I've reviewed my own diff for quality, security, and reliability
- [x] Unsafe blocks (if any) have justifying comments
- [x] The content is consistent with the [UI/UX
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)
- [x] Tests cover the new/changed behavior
- [x] Performance impact has been considered and is acceptable


Release Notes:

- N/A
2026-04-10 19:29:52 +03:00
Oleksiy Syvokon f6664e164b ep: Make .prompt.expected_output optional (#53505)
Release Notes:

- N/A
2026-04-09 10:48:04 +00:00
Ben Kunkle 5e573242d4 Track additional metrics in settled (#52938)
Stacked on https://github.com/zed-industries/zed/pull/50566.

Begin collecting kept chars rate, as well as the count of tree-sitter
errors in the code before and after applying the prediction.

Self-Review Checklist:

- [x] I've reviewed my own diff for quality, security, and reliability
- [x] Unsafe blocks (if any) have justifying comments
- [ ] The content is consistent with the [UI/UX
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)
- [x] Tests cover the new/changed behavior
- [x] Performance impact has been considered and is acceptable

Closes #ISSUE

Release Notes:

- N/A or Added/Fixed/Improved ...
2026-04-08 18:39:17 -04:00
Agus ZubiagaandJohn Tur 8edaf7f69c language_models: Refactor deps and extract cloud (#53270)
- `language_model` no longer depends on provider-specific crates such as
`anthropic` and `open_ai` (inverted dependency)
- `language_model_core` was extracted from `language_model` which
contains the types for the provider-specific crates to convert to/from.
- `gpui::SharedString` has been extracted into its own crate (still
exposed by `gpui`), so `language_model_core` and provider API crates
don't have to depend on `gpui`.
- Removes some unnecessary `&'static str` | `SharedString` -> `String`
-> `SharedString` conversions across the codebase.
- Extracts the core logic of the cloud `LanguageModelProvider` into its
own crate with simpler dependencies.


Release Notes:

- N/A

---------

Co-authored-by: John Tur <john-tur@outlook.com>
2026-04-07 12:28:19 -03:00
Ben Kunkle f89fb5b252 Consolidate prompt formatting logic into zeta_prompt (#53079)
Self-Review Checklist:

- [x] I've reviewed my own diff for quality, security, and reliability
- [ ] Unsafe blocks (if any) have justifying comments
- [ ] The content is consistent with the [UI/UX
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)
- [x] Tests cover the new/changed behavior
- [x] Performance impact has been considered and is acceptable

Closes #ISSUE

Release Notes:

- N/A or Added/Fixed/Improved ...
2026-04-06 16:29:37 -04:00
Jakub Konka 609ed418e8 language_model: Decouple from Zed-specific implementation details (#52913)
This PR decouples `language_model`'s dependence on Zed-specific
implementation details. In particular
* `credentials_provider` is split into a generic `credentials_provider`
crate that provides a trait, and `zed_credentials_provider` that
implements the said trait for Zed-specific providers and has functions
that can populate a global state with them
* `zed_env_vars` is split into a generic `env_var` crate that provides
generic tooling for managing env vars, and `zed_env_vars` that contains
Zed-specific statics
* `client` is now dependent on `language_model` and not vice versa

Release Notes:

- N/A
2026-04-02 17:06:57 -03:00
Oleksiy Syvokon c692af4b05 ep: Move pure diffing functions to zeta_prompt:udiff (#52959)
This PR mostly moves some code around. It also adds a high-level
`format_expected_output` function that routes patch formatting to
specific prompt formats. This was `zeta_prompt` can format
`expected_output` for training.

Keeping everything prompt-related in a "pure" module (with no heavy
dependencies) makes it easier to write bindings.


Release Notes:

- N/A
2026-04-02 17:00:15 +03:00
Oleksiy SyvokonandBen Kunkle a0028ae0fa ep: Add the predicted kept characters metric [WIP] (#50566)
Release Notes:

- N/A

---------

Co-authored-by: Ben Kunkle <ben@zed.dev>
2026-04-01 19:31:21 -04:00
Finn Evers 0c27ea4a58 Restore language query watcher in dev builds (#52543)
The watcher had been broken for some time, but became even more broken
after the recent move of the queries.

This PR restores the reloading behavior for debug builds so that
languages are reloaded once a scheme file is changed.

Release Notes:

- N/A
2026-03-27 11:10:57 +01:00
ab3697f163 Extract language_core and grammars crates from language (#52238)
This extracts a `language_core` crate from the existing `language`
crate, and creates a `grammars` data crate. The goal is to separate
tree-sitter grammar infrastructure, language configuration, and LSP
adapter types from the heavier buffer/editor integration layer in
`language`.

## Motivation

The `language` crate pulls in `text`, `theme`, `settings`, `rpc`,
`task`, `fs`, `clock`, `sum_tree`, and `fuzzy` — all of which are needed
for buffer integration (`Buffer`, `SyntaxMap`, `Outline`,
`DiagnosticSet`) but not for grammar parsing or language configuration.
Extracting the core types lets downstream consumers depend on
`language_core` without pulling in the full integration stack.

## Dependency graph after extraction

```
language_core   ← gpui, lsp, tree-sitter, util, collections
grammars        ← language_core, rust_embed, tree-sitter-{rust,python,...}
language        ← language_core, text, theme, settings, rpc, task, fs, ...
languages       ← language, grammars
```

## What moved to `language_core`

- `Grammar`, `GrammarId`, and all query config/builder types
- `LanguageConfig`, `LanguageMatcher`, bracket/comment/indent config
types
- `HighlightMap`, `HighlightId` (theme-dependent free functions
`highlight_style` and `highlight_name` stay in `language`)
- `LanguageName`, `LanguageId`
- `LanguageQueries`, `QUERY_FILENAME_PREFIXES`
- `CodeLabel`, `CodeLabelBuilder`, `Symbol`
- `Diagnostic`, `DiagnosticSourceKind`
- `Toolchain`, `ToolchainScope`, `ToolchainList`, `ToolchainMetadata`
- `ManifestName`
- `SoftWrap`
- LSP data types: `BinaryStatus`, `ServerHealth`,
`LanguageServerStatusUpdate`, `PromptResponseContext`, `ToLspPosition`

## What stays in `language`

- `Buffer`, `BufferSnapshot`, `SyntaxMap`, `Outline`, `DiagnosticSet`,
`LanguageScope`
- `LspAdapter`, `CachedLspAdapter`, `LspAdapterDelegate` (reference
`Arc<Language>` and `WorktreeId`)
- `ToolchainLister`, `LanguageToolchainStore` (reference `task` and
`settings` types)
- `ManifestQuery`, `ManifestProvider`, `ManifestDelegate` (reference
`WorktreeId`)
- Parser/query cursor pools, `PLAIN_TEXT`, point conversion functions

## What the `grammars` crate provides

- Embedded `.scm` query files and `config.toml` files for all built-in
languages (via `rust_embed`)
- `load_queries(name)`, `load_config(name)`,
`load_config_for_feature(name, grammars_loaded)`, and `get_file(path)`
functions
- `native_grammars()` for tree-sitter grammar registration (behind
`load-grammars` feature)

## Pre-cleanup (also in this PR)

- Removed unused `Option<&Buffer>` from
`LspAdapter::process_diagnostics`
- Removed unused `&App` from `LspAdapter::retain_old_diagnostic`
- Removed `fs: &dyn Fs` from `ToolchainLister` trait methods
(`PythonToolchainProvider` captures `fs` at construction time instead)
- Moved `Diagnostic`/`DiagnosticSourceKind` out of `buffer.rs` into
their own module

## Backward compatibility

The `language` crate re-exports everything from `language_core`, so
existing `use language::Grammar` (etc.) continues to work unchanged. The
only downstream change required is importing `CodeLabelExt` where
`.fallback_for_completion()` is called on the now-foreign `CodeLabel`
type.

Release Notes:

- N/A

---------

Co-authored-by: Agus Zubiaga <agus@zed.dev>
Co-authored-by: Tom Houlé <tom@tomhoule.com>
2026-03-25 23:41:09 +00:00
Oleksiy Syvokon 3b0ae5f442 ep: Change beta in deltaChrF to favor precision over recall (#52422)
Also store and print more detailed information related to this metric
(precision, recall, tp/fp/fn counts)

Release Notes:

- N/A
2026-03-25 17:54:53 +02:00
Ben Kunkle 4d94c640f4 Remove Sweep Integration (#52348)
Closes #52115

## Context

Removes the third party edit prediction integration for Sweep AI ahead
of their servers shutting down.

This PR will not affect those who are already use or plan to use their
open weighted models. The code removed by this PR was required for
integrating with their proprietary API.


## Self-Review Checklist

<!-- Check before requesting review: -->
- [x] I've reviewed my own diff for quality, security, and reliability
- [x] Unsafe blocks (if any) have justifying comments
- [x] The content is consistent with the [UI/UX
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)
- [x] Tests cover the new/changed behavior
- [x] Performance impact has been considered and is acceptable

Release Notes:

- Removed support for using the Sweep AI edit prediction provider
through their proprietary API, as the servers are shutting down
https://discord.com/channels/1100625416022138902/1100625417272045639/1480644297903575142,
https://x.com/wwzeng1/status/2033302698360180949
2026-03-25 10:23:05 -04:00
Oleksiy SyvokonandBen Kunkle 41dce038af ep: Automate distillation (#51293)
Increases timeouts, simplifies queries, and makes other changes needed to
pull data more efficiently.

Release Notes:

- N/A

---------

Co-authored-by: Ben Kunkle <ben@zed.dev>
2026-03-24 19:42:27 +02:00
Oleksiy Syvokon 5d7ce92a26 ep: Fix teacher and repair output parsers (#52213)
In some cases, we were generating a bunch of junk.

Release Notes:

- N/A
2026-03-23 14:09:37 +00:00
Oleksiy Syvokon d8ada018b4 ep: Store cumulative and average log-probabilities of predictions (#52177)
For now, the only source of logprobs is `./run.py infer`, which writes
them to under the `.predictions` struct. `ep score` copies these values
to `.score`. There is some duplication (same value stored in two
places), which is unfortunate, but can't be fixed without reworking how
scores are stored.


Release Notes:

- N/A
2026-03-23 11:22:18 +02:00
Oleksiy Syvokon a676ff474b ep: Add new prompt format (#52167)
This PR adds `v0318`, which is just like `v0316` but with bigger blocks.
It seems to perform best so far.

It also adds heuristics to avoid placing the marker token on closing
braces, which results in much nicer blocks.

Finally, it fixes a bug with inserting `<|marker_N|>` mid-line in
`v0316` and `v0317`.



Release Notes:

- N/A
2026-03-23 10:39:25 +02:00
Oleksiy Syvokon 75661977d0 ep: Initialize AppDatabase (#51922)
Follow up to #51809

Without it, ep_cli panics when initializing headless Zed.

Release Notes:

- N/A
2026-03-19 14:28:44 +02:00
Oleksiy Syvokon 67b2177aaf ep: Add two new prompt formats (#51836)
V0316 differences from V0306:
- Use `<|marker_N|><|marker_N|>` instead of `NO_EDITS`
- All intermediate markers are now emitted (should be more friendly to
speculative decoding)
- No newline padding around marker tags
- No git conflict markers; we now use SeedCoder's EOS tag instead

V0317 is like V0316, but marker numbers are relative to the cursor block
(`<|marker-2|> ... -1 ... -0 ... +1 ... <|marker+2|>`)

Release Notes:

- N/A
2026-03-18 17:02:06 +02:00
Elier 6c3c51acb9 Add stream_options.include_usage for OpenAI-compatible API token usage (#45812)
## Summary

This PR enables token usage reporting in streaming responses for
OpenAI-compatible APIs (OpenAI, xAI/Grok, OpenRouter, etc).

## Problem

Currently, the token counter UI in the Agent Panel doesn't display usage
for some OpenAI-compatible providers because they don't return usage
data during streaming by default. According to OpenAI's API
documentation, the `stream_options.include_usage` parameter must be set
to `true` to receive usage statistics in streaming responses.

## Solution

- Added StreamOptions struct with `include_usage` field to the open_ai
crate
- Added `stream_options` field to the Request struct
- Automatically set `stream_options: { include_usage: true }` when
`stream: true`
- Updated edit_prediction requests with `stream_options: None`
(non-streaming)

## Testing

Tested with xAI Grok models - token counter now correctly shows usage
after sending a message.

## References

- [OpenAI Chat Completions API -
stream_options](https://platform.openai.com/docs/api-reference/chat/create#chat-create-stream_options)
- [xAI API Documentation](https://docs.x.ai/api)
2026-03-17 10:38:14 +00:00
Ben Kunkle 99a5915576 ep: Ensure prompt is always within token limit (#51529)
Release Notes:

- N/A *or* Added/Fixed/Improved ...
2026-03-14 13:53:28 -04:00
Oleksiy Syvokon a4209265c9 ep: Add multi-region format (#51185)
This format generates fewer token while maintaining the quality:

```
Model                     Generated tokens ↓    DeltaChrF ↑
0306-seed-multi-regions   46,239                80.62
0304-seed-no-edits        110,871               80.61
0303-seed                 271,457               79.62
```

In addition to the student format, this change adds a new teacher
prompt. It seems to be worse than the original, but I haven't optimized
it at all. Keeping it for now as a base for potential improvements.


Release Notes:

- N/A
2026-03-10 13:43:27 +02:00
Ben Kunkle 96770c174d ep: Include diagnostics in ZetaPromptInput (#51141)
Closes #ISSUE

Before you mark this PR as ready for review, make sure that you have:
- [ ] Added a solid test coverage and/or screenshots from doing manual
testing
- [ ] Done a self-review taking into account security and performance
aspects
- [ ] Aligned any UI changes with the [UI
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)

Release Notes:

- N/A *or* Added/Fixed/Improved ...
2026-03-09 20:24:41 -04:00
Max BrunsfeldandBen Kunkle fbf513902c zeta: Allow the server to select the editable and context ranges more flexibly (#50975)
Release Notes:

- N/A

---------

Co-authored-by: Ben Kunkle <ben@zed.dev>
2026-03-09 19:58:31 -04:00
Oleksiy Syvokon 74057925cc ep: Skip context retrieval when already performed (#51100)
Previously we didn't distinguish between an empty `.related_files[]` and
a case where context collection hadn't run yet. As a result, context
retrieval was always attempted for examples with empty `related_files`.

Release Notes:

- N/A
2026-03-09 14:42:15 +00:00
Oleksiy Syvokon 80c52fb00a ep: Make repair parser more robust (#51044)
Release Notes:

- N/A
2026-03-08 09:27:10 +00:00
Ben Kunkle 4d813fc41e ep: Add captured example fetching (#50960)
Closes #ISSUE

Before you mark this PR as ready for review, make sure that you have:
- [ ] Added a solid test coverage and/or screenshots from doing manual
testing
- [ ] Done a self-review taking into account security and performance
aspects
- [ ] Aligned any UI changes with the [UI
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)

Release Notes:

- N/A *or* Added/Fixed/Improved ...
2026-03-06 15:09:36 -05:00
Oleksiy Syvokon 0a6e5009f0 ep: Unify code in parse_output and zeta_prompt (#50958)
This also fixed `ep parse-output` for newer formats

Release Notes:

- N/A
2026-03-06 22:07:54 +02:00
NeelandTom Houlé ecff44006c Refresh LLM API token on organization change (#50931)
Emit client-side organization changed events through
`RefreshLlmTokenListener` so it produces the same `RefreshLlmTokenEvent`
used for server-pushed `UserUpdated` messages.

This keeps token refresh fan-out in one place.

Closes CLO-383.

Release Notes:

- N/A

---------

Co-authored-by: Tom Houlé <tom@tomhoule.com>
2026-03-06 19:15:21 +00:00
45316a33c5 zeta: Add variable edit format (#50850)
Release Notes:

- N/A

---------

Co-authored-by: Jakub Konka <kubkon@jakubkonka.com>
Co-authored-by: Oleksiy Syvokon <oleksiy.syvokon@gmail.com>
Co-authored-by: Ben Kunkle <ben@zed.dev>
2026-03-05 16:23:36 -08:00
Ben Kunkle 45d76e9aa4 zeta2: Don't remove redundant excerpts on the client (#50886)
Closes #ISSUE

Before you mark this PR as ready for review, make sure that you have:
- [ ] Added a solid test coverage and/or screenshots from doing manual
testing
- [ ] Done a self-review taking into account security and performance
aspects
- [ ] Aligned any UI changes with the [UI
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)

Release Notes:

- N/A *or* Added/Fixed/Improved ...
2026-03-05 19:04:49 -05:00
Oleksiy Syvokon 3913e2e60b ep: Make --repetitions work with Anthropic and OpenAI batches (#50789)
Release Notes:

- N/A
2026-03-05 07:16:09 +00:00
Max Brunsfeld 2ed143dab0 Include repo_url in edit prediction requests when data collection is enabled (#50745)
Release Notes:

- N/A
2026-03-04 13:14:44 -08:00
Oleksiy Syvokon c20a66bcad ep: Collapse whitespace in deltaChrF (#50716)
Release Notes:

- N/A
2026-03-04 16:28:48 +00:00
Oleksiy Syvokon b2eaa5b760 ep: Option to configure custom Baseten environment (#50706)
Release Notes:

- N/A
2026-03-04 14:56:56 +00:00
Ben Kunkle 46f2623512 zeta2: Hashlines prompt format (#50623)
Closes #ISSUE

Before you mark this PR as ready for review, make sure that you have:
- [ ] Added a solid test coverage and/or screenshots from doing manual
testing
- [ ] Done a self-review taking into account security and performance
aspects
- [ ] Aligned any UI changes with the [UI
checklist](https://github.com/zed-industries/zed/blob/main/CONTRIBUTING.md#uiux-checklist)

Release Notes:

- N/A *or* Added/Fixed/Improved ...
2026-03-03 16:11:32 -05:00
Oleksiy Syvokon b5c4e81489 ep: Predict by querying Baseten directly (#50626)
This can be used like `ep predict --provider
baseten:V0131GitMergeMarkersPrefix`. Since it doesn't require
load_project, it can be used with captured requests.


Release Notes:

- N/A
2026-03-03 21:09:26 +02:00
Oleksiy Syvokon 7c2dc5b249 ep: Fix fetching rated-after (#50617)
Release Notes:

- N/A
2026-03-03 17:27:52 +00:00
Max Brunsfeld 72de880838 Remove Zeta1 logic, allow choosing zeta2 experiment (#50560)
Release Notes:

- N/A
2026-03-02 22:24:55 -08:00