Enhanced Chain of Draft Studio - DeepSeek V3-0324 with Advanced Reflection

DeepSeek V3-0324 Configuration

DeepSeek V3-0324 - Latest Reasoning Model FIREWORKS.AI

• 671B total parameters with 37B activated per token (MoE architecture)

• Enhanced reasoning capabilities with R1 distillation

• Optimized for complex problem-solving and mathematical reasoning

• Built-in verification and reflection patterns

Model Path

Model path for Fireworks.ai API - DeepSeek V3-0324 is the latest version with enhanced reasoning

DeepSeek Temperature Mapping

DeepSeek V3-0324 uses temperature mapping: API temp 1.0 → Model temp 0.3 for optimal performance

Enhanced Chain of Draft Configuration

Reasoning Method

Standard (No special reasoning)

Direct model responses without Chain of Draft methodology.

Enhanced Chain of Draft with Dual-Stage Verification

Advanced CoD with two-stage API calls: Draft + Reflection → Final Verification & Answer

CoD Word Limits (Research-Optimized)

5 words per step

Original paper recommendation - maximum efficiency (7.6% of CoT tokens)

8 words per step

Enhanced clarity while maintaining efficiency - optimal for research

12 words per step

Balanced approach for complex scientific reasoning

15 words per step

Detailed steps for mathematical and analytical tasks

🧠 Adaptive Reasoning Enhancement AI-POWERED

Adaptive Complexity Detection

Automatically adjusts reasoning depth and word limits based on problem complexity analysis

Fixed Reasoning Depth

Uses consistent reasoning approach and word limits for all problems

DeepSeek V3-0324 Parameters

Enable Streaming Responses

See responses appear in real-time as they're generated

Temperature (Auto-mapped for DeepSeek) 0.3

DeepSeek automatically maps API temperature for optimal performance

Top P 0.9

Controls diversity via nucleus sampling.

Top K 40

Restricts selection to the K most likely tokens.

Max Tokens 8192

Maximum length of the response.

Advanced Reflection & Verification System

Two-Stage API System ENHANCED

Stage 1: Analysis → CoD Steps → Initial Reflection → Draft Solution

Stage 2: Deep Verification → Error Checking → Final Reflection → Comprehensive Answer

Reflection Techniques

Self-Verification

Model checks its own reasoning steps for logical consistency

Error Detection & Correction

Actively searches for and corrects potential errors in reasoning

Alternative Approach Search

Explores alternative solution paths to validate the primary approach

Confidence Assessment

Evaluates confidence levels and identifies areas of uncertainty

Verification Depth

Higher verification depth increases accuracy but requires more processing time

Memory Control System

Memory System Status VERCEL KV

Powered by Vercel KV (Redis) for persistent, high-performance memory storage. Stores conversations, preferences, and context across sessions.

Information Categories to Save

Personal Information & Research Preferences

Store user preferences, research style, and personal context

Research Projects & Methodologies

Remember ongoing research, methodologies, and project-related information

Technical Knowledge & CoD Patterns

Store reasoning patterns, technical decisions, and CoD optimization insights

Reflection & Verification History

Store successful reflection patterns and verification strategies

Memory Statistics

Personal

Projects

Technical

Reflections

Enhanced CoD Studio

Recent Sessions

Sessions

Enhanced CoD Studio - DeepSeek V3-0324

Enhanced AI Configuration - DeepSeek V3-0324