$NEAR Proposition de réduction d'émissions 2,5 % → 1,6 % sur 24 mois + cap fixe envisagé.
$NEAR a rencontré un Bug:
Bug d'interaction entre l'infrastructure Omni deposit/withdraw et le smart contract Intents.
Pertes préliminaires ~$3,8 M.
Remboursement total promis.
Retraits en pause sur 11 réseaux.
Sol Minter👷♂️🧡 retweeted
6 Open-Source Libraries to FineTune LLMs
1. Unsloth
GitHub: github.com/unslothai/unsloth
→ Fastest way to fine-tune LLMs locally
→ Optimized for low VRAM (even laptops)
→ Plug-and-play with Hugging Face models
2. Axolotl
GitHub: github.com/OpenAccess-AI-Col…
→ Flexible LLM fine-tuning configs
→ Supports LoRA, QLoRA, multi-GPU
→ Great for custom training pipelines
3. TRL (Transformer Reinforcement Learning)
GitHub: github.com/huggingface/trl
→ RLHF, DPO, PPO for LLM alignment
→ Built on Hugging Face ecosystem
→ Essential for post-training optimization
4. DeepSpeed
GitHub: github.com/microsoft/DeepSpe…
→ Train massive models efficiently
→ Memory + speed optimization
→ Industry standard for scaling
5. LLaMA-Factory
GitHub: github.com/hiyouga/LLaMA-Fac…
→ All-in-one fine-tuning UI + CLI
→ Supports multiple models (LLaMA, Qwen, etc.)
→ Beginner-friendly + powerful
6. PEFT
GitHub: github.com/huggingface/peft
→ Fine-tune with minimal compute
→ LoRA, adapters, prefix tuning
→ Best for cost-efficient training
Save this for future use.
Sol Minter👷♂️🧡 retweeted
10 GitHub repos so powerful, it feels wrong they’re free.
1. AutoHedge
Autonomous hedge fund in Python. 4 AI agents: Director writes the strategy, Quant validates, Risk Manager sizes the position, Execution places the order.
`pip install -U autohedge`
github.com/The-Swarm-Corpora…
2. build-your-own-openclaw
18 progressive steps from a basic chat loop to multi-agent routing, persistent memory, and production concurrency.
Every step ships with working code and a README.
github.com/czl9707/build-you…
3. Map Anything
Meta's one transformer that does depth, camera calibration, pose recovery, and multi-view stereo in a single forward pass.
github.com/facebookresearch/…
4. three-man-team
3-agent AI dev team. Architect plans. Builder builds. Reviewer clears it or sends it back.
Works across Claude Code, Cursor, VS Code.
github.com/russelleNVy/three…
5. Camofox Browser
Headless browser that makes AI agents invisible to bot detection. Spoofs navigator, WebGL, AudioContext, and WebRTC at the C++ level.
github.com/jo-inc/camofox-br…
6. Vibe-Trading
64 finance skills. 29 swarm presets. Full quant toolkit. DAG-based agents that collaborate in real time.
HK/US equities and crypto data completely free.
github.com/HKUDS/Vibe-Tradin…
7. Claude Ads
190 audit checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft Ads. 6 parallel subagents.
This is what I was paying $4,000 a month for.
github.com/AgriciDaniel/clau…
8. LibreChat
Every model ChatGPT runs, plus Claude, Gemini, DeepSeek, and 20 more. Native MCP. On your own server.
Pay APIs at cost. No platform fee.
librechat.ai
9. Open Higgsfield AI
Self-hosted cinema studio with 200+ AI models. Flux, Sora, Kling, Veo, SDXL in one interface.
No subscription. Data stays local.
github.com/Anil-matcha/Open-…
10. Fincept Terminal
Most of what a $24,000-a-year Bloomberg seat does. CFA Level 1, 2, 3 analytics. 20+ investor AI agents. 100+ data connectors. Local LLM support.
github.com/Fincept-Corporati…
Sol Minter👷♂️🧡 retweeted
10 GitHub repos that should be illegal to be free:
1. AutoHedge
github.com/The-Swarm-Corpora…
2. Vibe-Trading
github.com/HKUDS/Vibe-Tradin…
3. Fincept Terminal
github.com/Fincept-Corporati…
4. Claude Ads
github.com/AgriciDaniel/clau…
5. Toprank
github.com/nowork-studio/top…
6. Open Higgsfield AI
github.com/Anil-matcha/Open-…
7. Hyperframes
github.com/heygen-com/hyperf…
8. Camofox Browser
github.com/jo-inc/camofox-br…
9. Agentic Inbox
github.com/cloudflare/agenti…
10. Context Mode
github.com/mksglu/context-mo…
🚨 @bittensor CRITICAL ANOMALY DETECTED:
$TAO Validator addr1 :
· 35% net stake inflow in 24h
· Share surged from 5% → 15%
· EWMA delta > 2σ for 3 consecutive windows.
Hypothesis: Coordinated whale onboarding !
Decentralization at risk!
#Bittensor #TAO #CryptoWhales
🚨The RECESSION TRAP
ETFs created a liquidity superhighway for easy inflows.
But the exit doors are narrow.
In a downturn the exit/shorting mechanism accelerates selling pressure, turning ETFs into crash amplifiers.
When the recession hits, the liquidity illusion shatters
Remider !
xitter.cf/MinterFilter/status/19…
🚨 POST-PURGE "BOUNCE" IS A CLASSIC BULL TRAP.
The anatomy of a fakeout:
❌Fragile structure (Lower highs, weak RSI/MACD)
❌Zero institutional accumulation (Whales are shorting)
❌Low funding + declining volume = Retail getting squeezed.
Don't be the exit liquidity.
#Bitcoin
🔔#BITCOIN MARKET UPDATE:
THE GOOD:
· Selling pressure EASED (CVD up)
· Profitability REBOUNDED (MVRV, RPL >1)
· Leverage RESET (OI down)
· ETFs: Net inflows returned
THE BAD:
· Spot volume COLD
· On-chain activity SOFT
Verdict: Stabilizing, but needs a catalyst!
🔎ANALYSIS: $T
· Massive $620M TVL
·Organic Bitcoin Bridge Economy
·Steady User Growth & Sustainable Model
But:
·Highly Dependent on BTC Market
The dark horse of cross-chain DeFi?
#Bitcoin #DeFi #CrossChain
🚨 BREAKING: US & China strike preliminary trade deal.
• 100% Trump tariffs AVOIDED
•China to resume major US soy purchases
•Rare earth export controls DELAYED 1 year
Major de-escalation = risk-on sentiment.
A green light for markets?
#Trade #Geopolitics #Stocks
🔎 ANALYSYS: $AXL
· TVL Holding Steady at $252M
·Organic Cross-Chain Volume Growth ✓
·Balanced Token Distribution ✓
·Sustainable Protocol Upgrades ✓
But:
·Moderate User Growth ❌
·Dependent on Broader Chain Markets ❌
Positioned for long-term interoperability dominance.
The AI bubble is about to pop.
It's all hype, zero cash flow.
And with massive leverage in the system, the coming correction will drag down crypto with it.
This is the unpopular truth no one wants to hear.
Time to de-risk!!
#Trading #AI #CryptoCrash