ollama/api/types.go
2023-07-11 11:59:18 -07:00

91 lines
2.3 KiB
Go

package api
import "runtime"
type PullRequest struct {
Model string `json:"model"`
}
type PullProgress struct {
Total int64 `json:"total"`
Completed int64 `json:"completed"`
Percent float64 `json:"percent"`
}
type GenerateRequest struct {
Model string `json:"model"`
Prompt string `json:"prompt"`
Options `json:"options"`
}
type GenerateResponse struct {
Response string `json:"response"`
}
type Options struct {
Seed int `json:"seed,omitempty"`
// Backend options
UseNUMA bool `json:"numa,omitempty"`
// Model options
NumCtx int `json:"num_ctx,omitempty"`
NumBatch int `json:"num_batch,omitempty"`
NumGPU int `json:"num_gpu,omitempty"`
MainGPU int `json:"main_gpu,omitempty"`
LowVRAM bool `json:"low_vram,omitempty"`
F16KV bool `json:"f16_kv,omitempty"`
LogitsAll bool `json:"logits_all,omitempty"`
VocabOnly bool `json:"vocab_only,omitempty"`
UseMMap bool `json:"use_mmap,omitempty"`
UseMLock bool `json:"use_mlock,omitempty"`
EmbeddingOnly bool `json:"embedding_only,omitempty"`
// Predict options
RepeatLastN int `json:"repeat_last_n,omitempty"`
RepeatPenalty float32 `json:"repeat_penalty,omitempty"`
FrequencyPenalty float32 `json:"frequency_penalty,omitempty"`
PresencePenalty float32 `json:"presence_penalty,omitempty"`
Temperature float32 `json:"temperature,omitempty"`
TopK int `json:"top_k,omitempty"`
TopP float32 `json:"top_p,omitempty"`
TFSZ float32 `json:"tfs_z,omitempty"`
TypicalP float32 `json:"typical_p,omitempty"`
Mirostat int `json:"mirostat,omitempty"`
MirostatTau float32 `json:"mirostat_tau,omitempty"`
MirostatEta float32 `json:"mirostat_eta,omitempty"`
NumThread int `json:"num_thread,omitempty"`
}
func DefaultOptions() Options {
return Options{
Seed: -1,
UseNUMA: false,
NumCtx: 512,
NumBatch: 512,
NumGPU: 1,
LowVRAM: false,
F16KV: true,
UseMMap: true,
UseMLock: false,
RepeatLastN: 512,
RepeatPenalty: 1.1,
FrequencyPenalty: 0.0,
PresencePenalty: 0.0,
Temperature: 0.8,
TopK: 40,
TopP: 0.9,
TFSZ: 1.0,
TypicalP: 1.0,
Mirostat: 0,
MirostatTau: 5.0,
MirostatEta: 0.1,
NumThread: runtime.NumCPU(),
}
}