fact stringlengths 18 2.71k | type stringclasses 5
values | library stringclasses 4
values | imports listlengths 0 7 | filename stringclasses 18
values | symbolic_name stringlengths 3 28 | docstring stringclasses 19
values |
|---|---|---|---|---|---|---|
encode (name : @& String) (inputTokens : @& Array String) : FloatArray @[extern "init_premise_embeddings"] | opaque | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | encode | null |
initPremiseEmbeddings (path : @& String) (device : @& String) : Bool @[extern "premise_embeddings_initialized"] | opaque | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | initPremiseEmbeddings | null |
premiseEmbeddingsInitialized : Unit → Bool @[extern "init_premise_dictionary"] | opaque | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | premiseEmbeddingsInitialized | null |
initPremiseDictionary (path : @& String) : Bool @[extern "premise_dictionary_initialized"] | opaque | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | initPremiseDictionary | null |
premiseDictionaryInitialized : Unit → Bool @[extern "retrieve"] | opaque | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | premiseDictionaryInitialized | null |
retrieve (queryEmb : @& FloatArray) (k : UInt64) : Array (String × String × String × Float) @[extern "cuda_available"] | opaque | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | retrieve | null |
cudaAvailable : Unit → Bool | opaque | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | cudaAvailable | null |
cudaAvailable : Bool := FFI.cudaAvailable () namespace NativeGenerator | def | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | cudaAvailable | null |
generate (model : NativeGenerator) (input : String) (targetPrefix : String) : IO $ Array (String × Float) := do if ¬ FFI.isGeneratorInitialized model.name then let path ← model.path if ¬ (← path.pathExists) then throw $ IO.userError s!"Cannot find the model {model.name}. Please run `lake exe download {model.url}`." let... | def | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | generate | null |
encode (model : NativeEncoder) (input : String) : IO FloatArray := do if ¬ FFI.isEncoderInitialized model.name then let path ← model.path if ¬ (← path.pathExists) then throw $ IO.userError s!"Cannot find the model {model.name}. Please run `lake exe download {model.url}`." let device := model.device.toString let compute... | def | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | encode | null |
premiseEmbeddingsInitialized : IO Bool := do return FFI.premiseEmbeddingsInitialized () | def | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | premiseEmbeddingsInitialized | null |
initPremiseEmbeddings (device : Device) : Lean.CoreM Bool := do let url := Builtin.premisesUrl if ¬(← isUpToDate url) then Lean.logWarning s!"The local premise embeddings are not up to date. You may want to run `lake exe LeanCopilot/download` to re-download it." let path := (← getModelDir url) / "embeddings.npy" if ¬ (... | def | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | initPremiseEmbeddings | null |
premiseDictionaryInitialized : IO Bool := do return FFI.premiseDictionaryInitialized () | def | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | premiseDictionaryInitialized | null |
initPremiseDictionary : IO Bool := do let path := (← getModelDir Builtin.premisesUrl) / "dictionary.json" if ¬ (← path.pathExists) then throw $ IO.userError s!"Please run `lake exe download {Builtin.premisesUrl}` to download the premise dictionary." return false return FFI.initPremiseDictionary path.toString | def | LeanCopilot | [
"import Lean",
"import LeanCopilot.Models.Interface",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.Builtin"
] | LeanCopilot/Models/FFI.lean | initPremiseDictionary | null |
GenericGenerator where generate : String → String → IO (Array (String × Float)) | structure | LeanCopilot | [
"import LeanCopilot.Models.Interface"
] | LeanCopilot/Models/Generic.lean | GenericGenerator | null |
GenericEncoder where encode : String → IO FloatArray | structure | LeanCopilot | [
"import LeanCopilot.Models.Interface"
] | LeanCopilot/Models/Generic.lean | GenericEncoder | null |
TextToText (τ : Type) where generate (model : τ) (input : String) (targetPrefix : String) : IO $ Array (String × Float) | class | LeanCopilot | [] | LeanCopilot/Models/Interface.lean | TextToText | null |
TextToVec (τ : Type) where encode : τ → String → IO FloatArray | class | LeanCopilot | [] | LeanCopilot/Models/Interface.lean | TextToVec | null |
generate {τ : Type} [TextToText τ] (model : τ) (input : String) (targetPrefix : String := "") : IO $ Array (String × Float) := TextToText.generate model input targetPrefix | def | LeanCopilot | [] | LeanCopilot/Models/Interface.lean | generate | null |
encode {τ : Type} [TextToVec τ] (model : τ) (input : String) : IO FloatArray := TextToVec.encode model input | def | LeanCopilot | [] | LeanCopilot/Models/Interface.lean | encode | null |
Device where | cpu | cuda | auto deriving Repr | inductive | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | Device | null |
Device.toString : Device → String | Device.cpu => "cpu" | Device.cuda => "cuda" | Device.auto => "auto" | def | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | Device.toString | null |
ComputeType where | default | auto | int8 | int8_float32 | int8_float16 | int8_bfloat16 | int16 | float16 | bfloat16 | float32 deriving Repr | inductive | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | ComputeType | null |
ComputeType.toString : ComputeType → String | ComputeType.default => "default" | ComputeType.auto => "auto" | ComputeType.int8 => "int8" | ComputeType.int8_float32 => "int8_float32" | ComputeType.int8_float16 => "int8_float16" | ComputeType.int8_bfloat16 => "int8_bfloat16" | ComputeType.int16 => "int16" | ComputeType.f... | def | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | ComputeType.toString | null |
Tokenizer where tokenize : String → Array String detokenize : Array String → String eosToken : String | structure | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | Tokenizer | null |
NativeModel where url : Url device : Device := .auto deviceIndex : Array UInt64 := #[0] computeType : ComputeType := .default tokenizer : Tokenizer | structure | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | NativeModel | null |
NativeModel.name (model : NativeModel) : String := model.url.name! | def | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | NativeModel.name | null |
NativeModel.path (model : NativeModel) : IO FilePath := getModelDir model.url | def | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | NativeModel.path | null |
BeamSearchParams where numReturnSequences : UInt64 beamSize : UInt64 := numReturnSequences minLength : UInt64 := 1 maxLength : UInt64 := 1024 lengthPenalty : Float := 0.0 patience : Float := 2.0 temperature : Float := 1.0 deriving Repr | structure | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | BeamSearchParams | null |
NativeGenerator extends NativeModel where params : BeamSearchParams | structure | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | NativeGenerator | null |
NativeEncoder extends NativeModel | structure | LeanCopilot | [
"import ModelCheckpointManager"
] | LeanCopilot/Models/Native.lean | NativeEncoder | null |
Generator where | native : NativeGenerator → Generator | external : ExternalGenerator → Generator | generic : GenericGenerator → Generator | inductive | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | Generator | null |
Encoder where | native : NativeEncoder → Encoder | external : ExternalEncoder → Encoder | generic : GenericEncoder → Encoder | inductive | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | Encoder | null |
ModelRegistry where generators : Std.HashMap String Generator := Std.HashMap.ofList [(Builtin.generator.name, .native Builtin.generator)] encoders : Std.HashMap String Encoder := Std.HashMap.ofList [(Builtin.encoder.name, .native Builtin.encoder)] namespace ModelRegistry | structure | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | ModelRegistry | null |
generatorNames (mr : ModelRegistry) : List String := mr.generators.toList.map (·.1) | def | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | generatorNames | null |
encoderNames (mr : ModelRegistry) : List String := mr.encoders.toList.map (·.1) | def | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | encoderNames | null |
modelNames (mr : ModelRegistry) : List String := mr.generatorNames ++ mr.encoderNames | def | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | modelNames | null |
getModelRegistry : IO ModelRegistry := modelRegistryRef.get | def | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | getModelRegistry | null |
getGenerator (name : String) : Lean.CoreM Generator := do let mr ← getModelRegistry match mr.generators[name]? with | some (.native model) => if ¬(← isUpToDate model.url) then Lean.logWarning s!"The local model {model.name} is not up to date. You may want to run `lake exe LeanCopilot/download` to re-download it." retur... | def | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | getGenerator | null |
getEncoder (name : String) : IO Encoder := do let mr ← getModelRegistry match mr.encoders[name]? with | some descr => return descr | none => throw $ IO.userError s!"unknown encoder: {name}" | def | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | getEncoder | null |
registerGenerator (name : String) (model : Generator) := do let mr ← getModelRegistry modelRegistryRef.modify fun _ => {mr with generators := mr.generators.insert name model} | def | LeanCopilot | [
"import Lean",
"import Batteries.Data.HashMap",
"import LeanCopilot.Models.Native",
"import LeanCopilot.Models.External",
"import LeanCopilot.Models.Generic",
"import LeanCopilot.Models.Builtin",
"import LeanCopilot.Models.FFI"
] | LeanCopilot/Models/Registry.lean | registerGenerator | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.