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.
- Libraries
- llama-cpp-python
How to use tda45/TdAI with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="tda45/TdAI", filename="llama.cpp/models/ggml-vocab-aquila.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
- 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
- Atomic Chat new
- 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
sequenceDiagram
participant UI as π§© ChatSidebar / ChatScreen
participant convStore as ποΈ conversationsStore
participant chatStore as ποΈ chatStore
participant DbSvc as βοΈ DatabaseService
participant IDB as πΎ IndexedDB
Note over convStore: State:<br/>conversations: DatabaseConversation[]<br/>activeConversation: DatabaseConversation | null<br/>activeMessages: DatabaseMessage[]<br/>isInitialized: boolean<br/>pendingMcpServerOverrides: Map<string, McpServerOverride>
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: π INITIALIZATION
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over convStore: Auto-initialized in constructor (browser only)
convStore->>convStore: initialize()
activate convStore
convStore->>convStore: loadConversations()
convStore->>DbSvc: getAllConversations()
DbSvc->>IDB: SELECT * FROM conversations ORDER BY lastModified DESC
IDB-->>DbSvc: Conversation[]
DbSvc-->>convStore: conversations
convStore->>convStore: conversations = $state(data)
convStore->>convStore: isInitialized = true
deactivate convStore
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: β CREATE CONVERSATION
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
UI->>convStore: createConversation(name?)
activate convStore
convStore->>DbSvc: createConversation(name || "New Chat")
DbSvc->>IDB: INSERT INTO conversations
IDB-->>DbSvc: conversation {id, name, lastModified, currNode: ""}
DbSvc-->>convStore: conversation
convStore->>convStore: conversations.unshift(conversation)
convStore->>convStore: activeConversation = $state(conversation)
convStore->>convStore: activeMessages = $state([])
alt pendingMcpServerOverrides has entries
loop each pending override
convStore->>DbSvc: Store MCP server override for new conversation
end
convStore->>convStore: clearPendingMcpServerOverrides()
end
deactivate convStore
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: π LOAD CONVERSATION
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
UI->>convStore: loadConversation(convId)
activate convStore
convStore->>DbSvc: getConversation(convId)
DbSvc->>IDB: SELECT * FROM conversations WHERE id = ?
IDB-->>DbSvc: conversation
convStore->>convStore: activeConversation = $state(conversation)
convStore->>convStore: refreshActiveMessages()
convStore->>DbSvc: getConversationMessages(convId)
DbSvc->>IDB: SELECT * FROM messages WHERE convId = ?
IDB-->>DbSvc: allMessages[]
convStore->>convStore: filterByLeafNodeId(allMessages, currNode)
Note right of convStore: Filter to show only current branch path
convStore->>convStore: activeMessages = $state(filtered)
Note right of convStore: Route (+page.svelte) then calls:<br/>chatStore.syncLoadingStateForChat(convId)
deactivate convStore
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: π³ MESSAGE BRANCHING MODEL
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over IDB: Message Tree Structure:<br/>- Each message has parent (null for root)<br/>- Each message has children[] array<br/>- Conversation.currNode points to active leaf<br/>- filterByLeafNodeId() traverses from root to currNode
rect rgb(240, 240, 255)
Note over convStore: Example Branch Structure:
Note over convStore: root β user1 β assistant1 β user2 β assistant2a (currNode)<br/> β assistant2b (alt branch)
end
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: βοΈ BRANCH NAVIGATION
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
UI->>convStore: navigateToSibling(msgId, direction)
activate convStore
convStore->>convStore: Find message in activeMessages
convStore->>convStore: Get parent message
convStore->>convStore: Find sibling in parent.children[]
convStore->>convStore: findLeafNode(siblingId, allMessages)
Note right of convStore: Navigate to leaf of sibling branch
convStore->>convStore: updateCurrentNode(leafId)
convStore->>DbSvc: updateCurrentNode(convId, leafId)
DbSvc->>IDB: UPDATE conversations SET currNode = ?
convStore->>convStore: refreshActiveMessages()
deactivate convStore
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: π UPDATE CONVERSATION
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
UI->>convStore: updateConversationName(convId, newName)
activate convStore
convStore->>DbSvc: updateConversation(convId, {name: newName})
DbSvc->>IDB: UPDATE conversations SET name = ?
convStore->>convStore: Update in conversations array
deactivate convStore
Note over convStore: Auto-title update (after first response):
convStore->>convStore: updateConversationTitleWithConfirmation()
convStore->>convStore: titleUpdateConfirmationCallback?()
Note right of convStore: Shows dialog if title would change
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: ποΈ DELETE CONVERSATION
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
UI->>convStore: deleteConversation(convId)
activate convStore
convStore->>DbSvc: deleteConversation(convId)
DbSvc->>IDB: DELETE FROM conversations WHERE id = ?
DbSvc->>IDB: DELETE FROM messages WHERE convId = ?
convStore->>convStore: conversations.filter(c => c.id !== convId)
alt deleted active conversation
convStore->>convStore: clearActiveConversation()
end
deactivate convStore
UI->>convStore: deleteAll()
activate convStore
convStore->>DbSvc: Delete all conversations and messages
convStore->>convStore: conversations = []
convStore->>convStore: clearActiveConversation()
deactivate convStore
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: οΏ½ MCP SERVER PER-CHAT OVERRIDES
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over convStore: Conversations can override which MCP servers are enabled.
Note over convStore: Uses pendingMcpServerOverrides before conversation<br/>is created, then persists to conversation metadata.
UI->>convStore: setMcpServerOverride(convId, serverName, override)
Note right of convStore: override = {enabled: boolean}
UI->>convStore: toggleMcpServerForChat(convId, serverName, enabled)
activate convStore
convStore->>convStore: setMcpServerOverride(convId, serverName, {enabled})
deactivate convStore
UI->>convStore: isMcpServerEnabledForChat(convId, serverName)
Note right of convStore: Check override β fall back to global MCP config
UI->>convStore: getAllMcpServerOverrides(convId)
Note right of convStore: Returns all overrides for a conversation
UI->>convStore: removeMcpServerOverride(convId, serverName)
UI->>convStore: getMcpServerOverride(convId, serverName)
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Note over UI,IDB: π€ EXPORT / π₯ IMPORT
%% βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
UI->>convStore: exportAllConversations()
activate convStore
convStore->>DbSvc: getAllConversations()
loop each conversation
convStore->>DbSvc: getConversationMessages(convId)
end
convStore->>convStore: triggerDownload(JSON blob)
deactivate convStore
UI->>convStore: importConversations(file)
activate convStore
convStore->>convStore: Parse JSON file
convStore->>convStore: importConversationsData(parsed)
convStore->>DbSvc: importConversations(parsed)
Note right of DbSvc: Skips duplicate conversations<br/>(checks existing by ID)
DbSvc->>IDB: INSERT conversations + messages (skip existing)
convStore->>convStore: loadConversations()
deactivate convStore