Safetensors
GGUF
Turkish
llama
Llama-3
instruct
finetune
chatml
gpt4
synthetic data
distillation
function calling
json mode
axolotl
roleplaying
chat
Instructions to use tda45/TdAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use tda45/TdAI with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf tda45/TdAI # Run inference directly in the terminal: llama cli -hf tda45/TdAI
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf tda45/TdAI # Run inference directly in the terminal: llama cli -hf tda45/TdAI
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf tda45/TdAI # Run inference directly in the terminal: ./llama-cli -hf tda45/TdAI
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf tda45/TdAI # Run inference directly in the terminal: ./build/bin/llama-cli -hf tda45/TdAI
Use Docker
docker model run hf.co/tda45/TdAI
- LM Studio
- Jan
- Ollama
How to use tda45/TdAI with Ollama:
ollama run hf.co/tda45/TdAI
- Unsloth Studio
How to use tda45/TdAI with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tda45/TdAI to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tda45/TdAI to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for tda45/TdAI to start chatting
- Docker Model Runner
How to use tda45/TdAI with Docker Model Runner:
docker model run hf.co/tda45/TdAI
- Lemonade
How to use tda45/TdAI with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull tda45/TdAI
Run and chat with the model
lemonade run user.TdAI-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
File size: 20,477 Bytes
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* Migration Service - Unified data migration hook
*
* Centralizes all data migrations (localStorage, IndexedDB, legacy formats) into a single
* initialization point. Each migration copies data to new format WITHOUT deleting the old.
*
* **Architecture:**
* - Migrations are defined as objects with `id` and `run()` methods
* - Migration state is tracked in localStorage to avoid re-running
* - `runAllMigrations()` should be called once at app startup
* - All migrations are NON-DESTRUCTIVE - legacy data is preserved for downgrade compatibility
*
* **Current Migrations:**
* 1. localStorage prefix: Copy LlamaCppWebui.* → LlamaUi.* (both preserved)
* 2. IndexedDB database: Copy LlamacppWebui → LlamaUi (both preserved)
* 3. Legacy message format: Transform in-place (preserves structure, migrates markers)
* 4. Theme key: Copy standalone `theme` → config object (both preserved)
*/
import Dexie from 'dexie';
import {
STORAGE_APP_NAME,
STORAGE_APP_NAME_DEPRECATED,
DB_APP_NAME_DEPRECATED,
CONFIG_LOCALSTORAGE_KEY,
IDXDB_TABLES,
IDXDB_STORES,
NEW_TO_DEPRECATED_MAP
} from '$lib/constants';
import { LEGACY_AGENTIC_REGEX, LEGACY_REASONING_TAGS } from '$lib/constants/agentic';
import { SETTINGS_KEYS } from '$lib/constants/settings-registry';
import { MessageRole } from '$lib/enums';
// Types
interface Migration {
/** Unique identifier for this migration */
id: string;
/** Human-readable description */
description: string;
/** Run the migration forward (non-destructive - copies, doesn't delete) */
run(): Promise<void>;
}
interface MigrationState {
completed: string[];
failed: string[];
lastRun: string;
}
// Constants
const MIGRATION_STATE_KEY = `${STORAGE_APP_NAME}.migration-state`;
const MIGRATION_STATE_VERSION = 1;
// State Management
function getMigrationState(): MigrationState {
try {
const raw = localStorage.getItem(MIGRATION_STATE_KEY);
if (!raw) return { completed: [], failed: [], lastRun: '' };
const parsed = JSON.parse(raw);
if (parsed.version !== MIGRATION_STATE_VERSION) {
return { completed: [], failed: [], lastRun: '' };
}
return {
completed: parsed.completed ?? [],
failed: parsed.failed ?? [],
lastRun: parsed.lastRun ?? ''
};
} catch {
return { completed: [], failed: [], lastRun: '' };
}
}
function saveMigrationState(state: MigrationState): void {
localStorage.setItem(
MIGRATION_STATE_KEY,
JSON.stringify({
version: MIGRATION_STATE_VERSION,
...state,
lastRun: new Date().toISOString()
})
);
}
function isMigrationCompleted(id: string): boolean {
const state = getMigrationState();
return state.completed.includes(id);
}
function markMigrationCompleted(id: string): void {
const state = getMigrationState();
if (!state.completed.includes(id)) {
state.completed.push(id);
}
state.failed = state.failed.filter((f) => f !== id);
saveMigrationState(state);
}
function markMigrationFailed(id: string): void {
const state = getMigrationState();
if (!state.failed.includes(id)) {
state.failed.push(id);
}
saveMigrationState(state);
}
// Migration 1: LocalStorage Key Prefix (Non-Destructive)
const LOCALSTORAGE_MIGRATION_ID = 'localstorage-prefix-v1';
const localStorageMigration: Migration = {
id: LOCALSTORAGE_MIGRATION_ID,
description: 'Copy localStorage keys from LlamaCppWebui to LlamaUi prefix (non-destructive)',
async run(): Promise<void> {
// Non-destructive: copy to new key, but KEEP the old key
for (const [newKey, deprecatedKey] of Object.entries(NEW_TO_DEPRECATED_MAP)) {
// Only migrate if new key doesn't already exist
const newValue = localStorage.getItem(newKey);
if (newValue !== null) {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] localStorage: ${newKey} already exists, skipping`);
continue;
}
const oldValue = localStorage.getItem(deprecatedKey);
if (oldValue !== null) {
localStorage.setItem(newKey, oldValue);
// Keep old key for downgrade compatibility - DO NOT DELETE
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG) {
console.log(
`[Migration] localStorage: copied ${deprecatedKey} → ${newKey} (preserved old)`
);
}
}
}
}
};
// Migration 2: IndexedDB Database Name (Non-Destructive)
const IDXDB_MIGRATION_ID = 'idxdb-database-v1';
const idxdbMigration: Migration = {
id: IDXDB_MIGRATION_ID,
description: 'Copy IndexedDB from LlamacppWebui to LlamaUi database (non-destructive)',
async run(): Promise<void> {
const oldDbNames = await Dexie.getDatabaseNames();
if (!oldDbNames.includes(DB_APP_NAME_DEPRECATED)) {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] IndexedDB: no old database found, skipping');
return;
}
// Check if new database already has data
const newDb = new Dexie(STORAGE_APP_NAME);
newDb.version(1).stores(IDXDB_STORES);
const existingConvs = await newDb.table(IDXDB_TABLES.conversations).count();
if (existingConvs > 0) {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] IndexedDB: new database already has data, skipping');
return;
}
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] IndexedDB: copying from', DB_APP_NAME_DEPRECATED);
const oldDb = new Dexie(DB_APP_NAME_DEPRECATED);
oldDb.version(1).stores(IDXDB_STORES);
const conversations = await oldDb.table(IDXDB_TABLES.conversations).toArray();
const messages = await oldDb.table(IDXDB_TABLES.messages).toArray();
if (conversations.length > 0) {
await newDb.table(IDXDB_TABLES.conversations).bulkAdd(conversations);
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] IndexedDB: copied ${conversations.length} conversations`);
}
if (messages.length > 0) {
await newDb.table(IDXDB_TABLES.messages).bulkAdd(messages);
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] IndexedDB: copied ${messages.length} messages`);
}
// Non-destructive: DO NOT delete old database - keep for downgrade compatibility
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] IndexedDB: preserved old database for downgrade compatibility');
}
};
// Migration 3: Legacy Message Format
const LEGACY_MESSAGE_MIGRATION_ID = 'legacy-message-format-v2';
interface ParsedTurn {
textBefore: string;
toolCalls: Array<{ name: string; args: string; result: string }>;
}
function parseLegacyToolCalls(content: string): ParsedTurn[] {
const turns: ParsedTurn[] = [];
const regex = new RegExp(LEGACY_AGENTIC_REGEX.COMPLETED_TOOL_CALL.source, 'g');
let lastIndex = 0;
let currentTurn: ParsedTurn = { textBefore: '', toolCalls: [] };
let match;
while ((match = regex.exec(content)) !== null) {
const textBefore = content.slice(lastIndex, match.index).trim();
if (textBefore && currentTurn.toolCalls.length > 0) {
turns.push(currentTurn);
currentTurn = { textBefore, toolCalls: [] };
} else if (textBefore && currentTurn.toolCalls.length === 0) {
currentTurn.textBefore = textBefore;
}
currentTurn.toolCalls.push({
name: match[1],
args: match[2],
result: match[3].replace(/^\n+|\n+$/g, '')
});
lastIndex = match.index + match[0].length;
}
const remainingText = content.slice(lastIndex).trim();
if (currentTurn.toolCalls.length > 0) {
turns.push(currentTurn);
}
if (remainingText) {
const cleanRemaining = remainingText
.replace(LEGACY_AGENTIC_REGEX.AGENTIC_TOOL_CALL_OPEN, '')
.trim();
if (cleanRemaining) {
turns.push({ textBefore: cleanRemaining, toolCalls: [] });
}
}
if (turns.length === 0) {
turns.push({ textBefore: content.trim(), toolCalls: [] });
}
return turns;
}
function extractLegacyReasoning(content: string): { reasoning: string; cleanContent: string } {
let reasoning = '';
let cleanContent = content;
const re = new RegExp(LEGACY_AGENTIC_REGEX.REASONING_EXTRACT.source, 'g');
let match;
while ((match = re.exec(content)) !== null) {
reasoning += match[1];
}
cleanContent = cleanContent
.replace(new RegExp(LEGACY_AGENTIC_REGEX.REASONING_BLOCK.source, 'g'), '')
.replace(LEGACY_AGENTIC_REGEX.REASONING_OPEN, '');
return { reasoning, cleanContent };
}
function hasLegacyMarkers(content: string): boolean {
return LEGACY_AGENTIC_REGEX.HAS_LEGACY_MARKERS.test(content);
}
let DatabaseService: typeof import('./database.service').DatabaseService | null = null;
async function getDatabaseService() {
if (!DatabaseService) {
const module = await import('./database.service');
DatabaseService = module.DatabaseService;
}
return DatabaseService;
}
const legacyMessageMigration: Migration = {
id: LEGACY_MESSAGE_MIGRATION_ID,
description: 'Migrate legacy marker-based messages to structured format',
async run(): Promise<void> {
const db = await getDatabaseService();
const conversations = await db.getAllConversations();
let migratedCount = 0;
for (const conv of conversations) {
const allMessages = await db.getConversationMessages(conv.id);
for (const message of allMessages) {
if (message.role !== MessageRole.ASSISTANT) {
if (message.content?.includes(LEGACY_REASONING_TAGS.START)) {
const { reasoning, cleanContent } = extractLegacyReasoning(message.content);
await db.updateMessage(message.id, {
content: cleanContent.trim(),
reasoningContent: reasoning || undefined
});
migratedCount++;
}
continue;
}
if (!hasLegacyMarkers(message.content ?? '')) continue;
const { reasoning, cleanContent } = extractLegacyReasoning(message.content);
const turns = parseLegacyToolCalls(cleanContent);
let existingToolCalls: Array<{
id: string;
function?: { name: string; arguments: string };
}> = [];
if (message.toolCalls) {
try {
existingToolCalls = JSON.parse(message.toolCalls);
} catch {
// Ignore
}
}
const firstTurn = turns[0];
if (!firstTurn) continue;
const firstTurnToolCalls = firstTurn.toolCalls.map((tc, i) => {
const existing =
existingToolCalls.find((e) => e.function?.name === tc.name) || existingToolCalls[i];
return {
id: existing?.id || `legacy_tool_${i}`,
type: 'function' as const,
function: { name: tc.name, arguments: tc.args }
};
});
await db.updateMessage(message.id, {
content: firstTurn.textBefore,
reasoningContent: reasoning || undefined,
toolCalls: firstTurnToolCalls.length > 0 ? JSON.stringify(firstTurnToolCalls) : ''
});
let currentParentId = message.id;
let toolCallIdCounter = existingToolCalls.length;
for (let i = 0; i < firstTurn.toolCalls.length; i++) {
const tc = firstTurn.toolCalls[i];
const toolCallId = firstTurnToolCalls[i]?.id || `legacy_tool_${i}`;
const toolMsg = await db.createMessageBranch(
{
convId: conv.id,
type: 'text',
role: MessageRole.TOOL,
content: tc.result,
toolCallId,
timestamp: message.timestamp + i + 1,
toolCalls: '',
children: []
},
currentParentId
);
currentParentId = toolMsg.id;
}
for (let turnIdx = 1; turnIdx < turns.length; turnIdx++) {
const turn = turns[turnIdx];
const turnToolCalls = turn.toolCalls.map((tc, i) => {
const idx = toolCallIdCounter + i;
const existing = existingToolCalls[idx];
return {
id: existing?.id || `legacy_tool_${idx}`,
type: 'function' as const,
function: { name: tc.name, arguments: tc.args }
};
});
toolCallIdCounter += turn.toolCalls.length;
const assistantMsg = await db.createMessageBranch(
{
convId: conv.id,
type: 'text',
role: MessageRole.ASSISTANT,
content: turn.textBefore,
timestamp: message.timestamp + turnIdx * 100,
toolCalls: turnToolCalls.length > 0 ? JSON.stringify(turnToolCalls) : '',
children: [],
model: message.model
},
currentParentId
);
currentParentId = assistantMsg.id;
for (let i = 0; i < turn.toolCalls.length; i++) {
const tc = turn.toolCalls[i];
const toolCallId = turnToolCalls[i]?.id || `legacy_tool_${toolCallIdCounter + i}`;
const toolMsg = await db.createMessageBranch(
{
convId: conv.id,
type: 'text',
role: MessageRole.TOOL,
content: tc.result,
toolCallId,
timestamp: message.timestamp + turnIdx * 100 + i + 1,
toolCalls: '',
children: []
},
currentParentId
);
currentParentId = toolMsg.id;
}
}
if (message.children.length > 0 && currentParentId !== message.id) {
for (const childId of message.children) {
const child = allMessages.find((m) => m.id === childId);
if (!child) continue;
if (child.role !== MessageRole.TOOL) {
await db.updateMessage(childId, { parent: currentParentId });
}
}
await db.updateMessage(message.id, { children: [] });
}
migratedCount++;
}
}
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] Legacy messages: migrated ${migratedCount} messages`);
}
};
// Migration 4: Theme Key (Non-Destructive)
const THEME_MIGRATION_ID = 'theme-key-v1';
const themeMigration: Migration = {
id: THEME_MIGRATION_ID,
description: 'Copy standalone theme key to config object (non-destructive)',
async run(): Promise<void> {
const legacyTheme = localStorage.getItem('theme');
if (legacyTheme === null) {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] Theme: no legacy theme key found, skipping');
return;
}
// Check if config already has theme
const configRaw = localStorage.getItem(CONFIG_LOCALSTORAGE_KEY);
const config = configRaw ? JSON.parse(configRaw) : {};
if (SETTINGS_KEYS.THEME in config) {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] Theme: config already has theme, skipping');
return;
}
config[SETTINGS_KEYS.THEME] = legacyTheme;
localStorage.setItem(CONFIG_LOCALSTORAGE_KEY, JSON.stringify(config));
// Non-destructive: DO NOT delete legacy theme key - keep for downgrade compatibility
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] Theme: copied standalone theme to config (preserved old key)`);
}
};
// Migration Registry & Runner
const CUSTOM_JSON_MIGRATION_ID = 'custom-json-key-v1';
const customJsonKeyMigration: Migration = {
id: CUSTOM_JSON_MIGRATION_ID,
description: 'Copy legacy custom config key to customJson (non-destructive)',
async run(): Promise<void> {
const configRaw = localStorage.getItem(CONFIG_LOCALSTORAGE_KEY);
if (configRaw === null) return;
const config = JSON.parse(configRaw);
if (!('custom' in config)) return;
if (SETTINGS_KEYS.CUSTOM_JSON in config) return;
config[SETTINGS_KEYS.CUSTOM_JSON] = config.custom;
localStorage.setItem(CONFIG_LOCALSTORAGE_KEY, JSON.stringify(config));
// Non-destructive: keep the legacy custom key for downgrade compatibility
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] Custom JSON: copied custom to customJson (preserved old key)`);
}
};
const MCP_DEFAULT_ENABLED_MIGRATION_ID = 'mcp-default-enabled-to-config-v1';
const LEGACY_MCP_DEFAULT_ENABLED_KEY = `${STORAGE_APP_NAME}.mcpDefaultEnabled`;
const DEPRECATED_LEGACY_MCP_DEFAULT_ENABLED_KEY = `${STORAGE_APP_NAME_DEPRECATED}.mcpDefaultEnabled`;
const mcpDefaultEnabledMigration: Migration = {
id: MCP_DEFAULT_ENABLED_MIGRATION_ID,
description:
'Copy mcpDefaultEnabled localStorage key into settings config (preserves legacy keys)',
async run(): Promise<void> {
const raw =
localStorage.getItem(LEGACY_MCP_DEFAULT_ENABLED_KEY) ??
localStorage.getItem(DEPRECATED_LEGACY_MCP_DEFAULT_ENABLED_KEY);
// Legacy keys intentionally left in place so a downgrade keeps reading them.
if (raw === null) {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] MCP default enabled: no legacy key found, skipping');
return;
}
const configRaw = localStorage.getItem(CONFIG_LOCALSTORAGE_KEY);
const config = configRaw ? JSON.parse(configRaw) : {};
// Don't overwrite an existing config entry — current data wins.
if (SETTINGS_KEYS.MCP_DEFAULT_SERVER_OVERRIDES in config) {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] MCP default enabled: config already has overrides, skipping');
return;
}
try {
const parsed = JSON.parse(raw);
if (!Array.isArray(parsed)) return;
const valid = parsed.every(
(o) =>
typeof o === 'object' &&
o !== null &&
typeof (o as Record<string, unknown>).serverId === 'string' &&
typeof (o as Record<string, unknown>).enabled === 'boolean'
);
if (!valid) return;
} catch {
return;
}
config[SETTINGS_KEYS.MCP_DEFAULT_SERVER_OVERRIDES] = raw;
localStorage.setItem(CONFIG_LOCALSTORAGE_KEY, JSON.stringify(config));
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] MCP default enabled: moved legacy key into config');
}
};
const CONFIG_TYPES_MIGRATION_ID = 'config-type-normalization-v1';
const configTypesMigration: Migration = {
id: CONFIG_TYPES_MIGRATION_ID,
description: 'Coerce legacy string-encoded booleans in persisted config to real booleans',
async run(): Promise<void> {
const configRaw = localStorage.getItem(CONFIG_LOCALSTORAGE_KEY);
if (configRaw === null) return;
const config = JSON.parse(configRaw);
let changed = false;
// Pre-schema configs persisted booleans as the strings "true"/"false", which the
// strict server schema now rejects. Coerce those back to real booleans. No config
// string field holds exactly "true"/"false", so the match is unambiguous.
for (const key of Object.keys(config)) {
if (config[key] === 'true') {
config[key] = true;
changed = true;
} else if (config[key] === 'false') {
config[key] = false;
changed = true;
}
}
if (changed) {
localStorage.setItem(CONFIG_LOCALSTORAGE_KEY, JSON.stringify(config));
}
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] Config types: coerced string booleans (changed=${changed})`);
}
};
const migrations: Migration[] = [
localStorageMigration,
idxdbMigration,
legacyMessageMigration,
themeMigration,
customJsonKeyMigration,
mcpDefaultEnabledMigration,
configTypesMigration
];
export const MigrationService = {
/**
* Get all registered migrations
*/
getMigrations(): Migration[] {
return [...migrations];
},
/**
* Check if a specific migration has been completed
*/
isCompleted(id: string): boolean {
return isMigrationCompleted(id);
},
/**
* Get current migration state
*/
getState(): MigrationState {
return getMigrationState();
},
/**
* Reset migration state (use with caution - migrations will run again)
*/
resetState(): void {
localStorage.removeItem(MIGRATION_STATE_KEY);
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] State reset - all migrations will run again');
},
/**
* Run all pending migrations (non-destructive - preserves legacy data)
* Should be called once at app initialization
*/
async runAllMigrations(): Promise<void> {
const state = getMigrationState();
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] Starting migration run, state:', state);
for (const migration of migrations) {
if (isMigrationCompleted(migration.id)) {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] ${migration.id}: already completed, skipping`);
continue;
}
try {
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] ${migration.id}: running...`);
await migration.run();
markMigrationCompleted(migration.id);
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log(`[Migration] ${migration.id}: completed successfully`);
} catch (error) {
console.error(`[Migration] ${migration.id}: failed`, error);
markMigrationFailed(migration.id);
}
}
if (import.meta.env.DEV && import.meta.env.VITE_DEBUG)
console.log('[Migration] All migrations complete');
}
};
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