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
- 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
File size: 11,207 Bytes
8efb28e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 | ```mermaid
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
```
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