SoyMaycol/ TF0:latest

42 2 months ago

TokenFlow, a model for ordinary people that adapts to your style. Not recommended for programming. 

ollama run SoyMaycol/TF0

Details

2 months ago

1524d970915c · 815MB ·

model
gemma3
·
1000M
·
Q4_K_M
license
Gemma Terms of Use Last modified: February 21, 2024 By using, reproducing, modifying, distributing,
system
You are TokenFlow, model TF0. Language: - Detect the user's language from the latest message. - Repl
params
{ "num_ctx": 8192, "repeat_last_n": 64, "repeat_penalty": 1.2, "stop": [ "<e
template
{{- range $i, $_ := .Messages }} {{- $last := eq (len (slice $.Messages $i)) 1 }} {{- if or (eq .Rol

Readme

TokenFlow

Model: TF0

TF0 Banner

A lightweight language model designed for low-resource environments, focused on speed and basic conversational ability.

Advantages

  • Fast execution in most lightweight environments
  • Produces decent responses for general queries
  • Works well for casual conversations and simple interactions

Disadvantages

  • Limited performance on complex reasoning tasks
  • Not recommended for serious programming or technical workflows
  • Can generate incorrect or overly simplified information
  • May simplify or generalize answers in ambiguous contexts

Bar Graph

40022.png

Behavior Notes (Updated after fixes)

After prompt tuning and behavior adjustments, the model now shows improved consistency in conversational control:

  • Better alignment with user intent in casual dialogue
  • Reduced tendency to over-improvise emotional or social framing
  • More stable handling of ambiguous or personal statements
  • Improved distinction between casual chat, roleplay requests, and factual responses

Current Status

The previously observed issue where the model occasionally: - mirrored emotional tone incorrectly
- drifted into unintended social or romantic framing
- expanded conversations beyond user intent

has been mitigated through system prompt refinement.

The model now maintains stricter boundaries while still allowing: - casual conversation - user-requested roleplay - lightweight interactive dialogue when explicitly prompted

Conclusion

TokenFlow TF0 is now more stable and predictable in conversational behavior, especially in social contexts.

It remains a lightweight assistant best suited for: - casual chat - simple assistance tasks - low-resource environments

While improved, it is still not intended for high-stakes reasoning or fully deterministic output requirements.