Class: LlamaDeuce
Llama2 LLM implementation
Implements
Constructors
constructor
• new LlamaDeuce(init?)
Parameters
| Name | Type |
|---|---|
init? | Partial<LlamaDeuce> |
Defined in
packages/core/src/llm/LLM.ts:434
Properties
chatStrategy
• chatStrategy: DeuceChatStrategy
Defined in
packages/core/src/llm/LLM.ts:427
hasStreaming
• hasStreaming: boolean
Implementation of
Defined in
packages/core/src/llm/LLM.ts:432
maxTokens
• Optional maxTokens: number
Defined in
packages/core/src/llm/LLM.ts:430
model
• model: "Llama-2-70b-chat-old" | "Llama-2-70b-chat-4bit" | "Llama-2-13b-chat-old" | "Llama-2-13b-chat-4bit" | "Llama-2-7b-chat-old" | "Llama-2-7b-chat-4bit"
Defined in
packages/core/src/llm/LLM.ts:426
replicateSession
• replicateSession: ReplicateSession
Defined in
packages/core/src/llm/LLM.ts:431
temperature
• temperature: number
Defined in
packages/core/src/llm/LLM.ts:428
topP
• topP: number
Defined in
packages/core/src/llm/LLM.ts:429
Accessors
metadata
• get metadata(): Object
Returns
Object
| Name | Type |
|---|---|
contextWindow | number |
maxTokens | undefined | number |
model | "Llama-2-70b-chat-old" | "Llama-2-70b-chat-4bit" | "Llama-2-13b-chat-old" | "Llama-2-13b-chat-4bit" | "Llama-2-7b-chat-old" | "Llama-2-7b-chat-4bit" |
temperature | number |
tokenizer | undefined |
topP | number |
Implementation of
Defined in
packages/core/src/llm/LLM.ts:454
Methods
chat
▸ chat<T, R>(messages, _parentEvent?, streaming?): Promise<R>
Get a chat response from the LLM
Type parameters
| Name | Type |
|---|---|
T | extends undefined | boolean = undefined |
R | T extends true ? AsyncGenerator<string, void, unknown> : ChatResponse |
Parameters
| Name | Type | Description |
|---|---|---|
messages | ChatMessage[] | The return type of chat() and complete() are set by the "streaming" parameter being set to True. |
_parentEvent? | Event | - |
streaming? | T | - |
Returns
Promise<R>
Implementation of
Defined in
packages/core/src/llm/LLM.ts:592
complete
▸ complete<T, R>(prompt, parentEvent?, streaming?): Promise<R>
Get a prompt completion from the LLM
Type parameters
| Name | Type |
|---|---|
T | extends undefined | boolean = undefined |
R | T extends true ? AsyncGenerator<string, void, unknown> : ChatResponse |
Parameters
| Name | Type | Description |
|---|---|---|
prompt | string | the prompt to complete |
parentEvent? | Event | - |
streaming? | T | - |
Returns
Promise<R>
Implementation of
Defined in
packages/core/src/llm/LLM.ts:632
mapMessageTypeA16Z
▸ mapMessageTypeA16Z(messageType): string
Parameters
| Name | Type |
|---|---|
messageType | MessageType |
Returns
string
Defined in
packages/core/src/llm/LLM.ts:501
mapMessagesToPrompt
▸ mapMessagesToPrompt(messages): Object
Parameters
| Name | Type |
|---|---|
messages | ChatMessage[] |
Returns
Object
| Name | Type |
|---|---|
prompt | string |
systemPrompt | any |
Defined in
packages/core/src/llm/LLM.ts:465
mapMessagesToPromptA16Z
▸ mapMessagesToPromptA16Z(messages): Object
Parameters
| Name | Type |
|---|---|
messages | ChatMessage[] |
Returns
Object
| Name | Type |
|---|---|
prompt | string |
systemPrompt | undefined |
Defined in
packages/core/src/llm/LLM.ts:487
mapMessagesToPromptMeta
▸ mapMessagesToPromptMeta(messages, opts?): Object
Parameters
| Name | Type |
|---|---|
messages | ChatMessage[] |
opts? | Object |
opts.replicate4Bit? | boolean |
opts.withBos? | boolean |
opts.withNewlines? | boolean |
Returns
Object
| Name | Type |
|---|---|
prompt | string |
systemPrompt | any |
Defined in
packages/core/src/llm/LLM.ts:514
tokens
▸ tokens(messages): number
Calculates the number of tokens needed for the given chat messages
Parameters
| Name | Type |
|---|---|
messages | ChatMessage[] |
Returns
number