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feat: new model provider for LM Studio #2913

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merged 3 commits into from
Jan 28, 2025
Merged

feat: new model provider for LM Studio #2913

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ab70949
feat: new model provider for LM Studio
eric2hen Jan 28, 2025
bf1d605
Merge branch 'develop' into feature/lmstudio-model-provider
wtfsayo Jan 28, 2025
467429e
Merge branch 'develop' into feature/lmstudio-model-provider
shakkernerd Jan 28, 2025
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7 changes: 7 additions & 0 deletions .env.example
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Original file line number Diff line number Diff line change
Expand Up @@ -336,6 +336,13 @@ MEDIUM_GALADRIEL_MODEL= # Default: gpt-4o
LARGE_GALADRIEL_MODEL= # Default: gpt-4o
GALADRIEL_FINE_TUNE_API_KEY= # Use an OpenAI key to use a fine-tuned model with the verified inference endpoint

# LM Studio Configuration
LMSTUDIO_SERVER_URL= # Default: http://localhost:1234/v1
LMSTUDIO_MODEL=
SMALL_LMSTUDIO_MODEL= # Default: hermes-3-llama-3.1-8b
MEDIUM_LMSTUDIO_MODEL= # Default: hermes-3-llama-3.1-8b
LARGE_LMSTUDIO_MODEL= # Default: hermes-3-llama-3.1-8b

# Remaining Provider Configurations
GOOGLE_GENERATIVE_AI_API_KEY= # Gemini API key
ALI_BAILIAN_API_KEY= # Ali Bailian API Key
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4 changes: 3 additions & 1 deletion agent/src/index.ts
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Expand Up @@ -523,11 +523,13 @@ export function getTokenForProvider(
character: Character
): string | undefined {
switch (provider) {
// no key needed for llama_local or gaianet
// no key needed for llama_local, ollama, lmstudio, gaianet or bedrock
case ModelProviderName.LLAMALOCAL:
return "";
case ModelProviderName.OLLAMA:
return "";
case ModelProviderName.LMSTUDIO:
return "";
case ModelProviderName.GAIANET:
return "";
case ModelProviderName.BEDROCK:
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4 changes: 3 additions & 1 deletion packages/core/src/generation.ts
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Expand Up @@ -534,7 +534,8 @@ export async function generateText({
case ModelProviderName.HYPERBOLIC:
case ModelProviderName.TOGETHER:
case ModelProviderName.NINETEEN_AI:
case ModelProviderName.AKASH_CHAT_API: {
case ModelProviderName.AKASH_CHAT_API:
case ModelProviderName.LMSTUDIO: {
elizaLogger.debug(
"Initializing OpenAI model with Cloudflare check"
);
Expand Down Expand Up @@ -2178,6 +2179,7 @@ export async function handleProvider(
case ModelProviderName.TOGETHER:
case ModelProviderName.NANOGPT:
case ModelProviderName.AKASH_CHAT_API:
case ModelProviderName.LMSTUDIO:
return await handleOpenAI(options);
case ModelProviderName.ANTHROPIC:
case ModelProviderName.CLAUDE_VERTEX:
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29 changes: 29 additions & 0 deletions packages/core/src/models.ts
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Expand Up @@ -331,6 +331,35 @@ export const models: Models = {
},
},
},
[ModelProviderName.LMSTUDIO]: {
endpoint: settings.LMSTUDIO_SERVER_URL || "http://localhost:1234/v1",
model: {
[ModelClass.SMALL]: {
name: settings.SMALL_LMSTUDIO_MODEL || settings.LMSTUDIO_MODEL || "hermes-3-llama-3.1-8b",
stop: ["<|eot_id|>", "<|eom_id|>"],
maxInputTokens: 32768,
maxOutputTokens: 8192,
repetition_penalty: 0.4,
temperature: 0.7,
},
[ModelClass.MEDIUM]: {
name: settings.MEDIUM_LMSTUDIO_MODEL || settings.LMSTUDIO_MODEL || "hermes-3-llama-3.1-8b",
stop: ["<|eot_id|>", "<|eom_id|>"],
maxInputTokens: 32768,
maxOutputTokens: 8192,
repetition_penalty: 0.4,
temperature: 0.7,
},
[ModelClass.LARGE]: {
name: settings.LARGE_LMSTUDIO_MODEL || settings.LMSTUDIO_MODEL || "hermes-3-llama-3.1-8b",
stop: ["<|eot_id|>", "<|eom_id|>"],
maxInputTokens: 32768,
maxOutputTokens: 8192,
repetition_penalty: 0.4,
temperature: 0.7,
},
},
},
[ModelProviderName.GOOGLE]: {
endpoint: "https://generativelanguage.googleapis.com",
model: {
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2 changes: 2 additions & 0 deletions packages/core/src/types.ts
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Expand Up @@ -209,6 +209,7 @@ export type Models = {
[ModelProviderName.LLAMACLOUD]: Model;
[ModelProviderName.TOGETHER]: Model;
[ModelProviderName.LLAMALOCAL]: Model;
[ModelProviderName.LMSTUDIO]: Model;
[ModelProviderName.GOOGLE]: Model;
[ModelProviderName.MISTRAL]: Model;
[ModelProviderName.CLAUDE_VERTEX]: Model;
Expand Down Expand Up @@ -246,6 +247,7 @@ export enum ModelProviderName {
LLAMACLOUD = "llama_cloud",
TOGETHER = "together",
LLAMALOCAL = "llama_local",
LMSTUDIO = "lmstudio",
GOOGLE = "google",
MISTRAL = "mistral",
CLAUDE_VERTEX = "claude_vertex",
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