Tool-calling quality benchmark for LLM serving stacks. 80+ deterministic scenarios testing multi-turn orchestration, safety boundaries, and structured output. Supports vLLM, SGLang, and llama.cpp.
☆352Sep 24, 2026Updated this week
Alternatives and similar repositories for tool-eval-bench
Users that are interested in tool-eval-bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- llama-benchy - llama-bench style benchmarking tool for all backends☆737Jul 10, 2026Updated 2 months ago
- ☆16Jun 27, 2026Updated 3 months ago
- Real-time hardware and LLM inference monitoring — GPU, CPU, memory, and vLLM metrics streamed to a dashboard.☆125Sep 10, 2026Updated 2 weeks ago
- Docker configuration for running VLLM on dual DGX Sparks☆2,318Updated this week
- sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems. Live support: https://discord.com/invite/GH5kRg…☆520Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Some benchmark results of small models and quants that fit on DGX Spark☆50Aug 23, 2026Updated last month
- MiMo-V2.5 Omni TP=2 on 2x DGX Spark · 1M context · NVFP4 4-bit KV (~1.97M-token KV pool @ 1M, ~30 tok/s) · 69-eval: thinking-OFF 97.8 bea…☆39Jul 13, 2026Updated 2 months ago
- Official Spark Arena Recipe Registry☆63Sep 3, 2026Updated 3 weeks ago
- FlashQLA TileLang GDN kernels ported to NVIDIA Blackwell consumer (GB10 / DGX Spark)☆18Jun 5, 2026Updated 3 months ago
- DeepSeek V4 Flash DSpark 1M NVFP4 KV recipe for 2x DGX Spark☆486Sep 10, 2026Updated 2 weeks ago
- AEON vLLM Ultimate — vLLM 0.27.1 built from source for DGX Spark / Blackwell (sm_121a/GB10). DSpark quantized Markov heads, DFlash SWA on…☆143Sep 12, 2026Updated 2 weeks ago
- Qwen3.5-122B-A10B on a DGX Spark with DFlash speculative decode. One-shot Docker/vLLM installer. 80+ tok/s!☆59Jun 29, 2026Updated 2 months ago
- Run on TWO-DGX-Spark - vLLm-0.24.0 dual cache optimized DSV4F+DSpark+NVFP4 KV (Concurrency 12 with 1.5M context/3M KV token Pool) >0.58-0…☆21Aug 17, 2026Updated last month
- Qwen3.5-122B-A10B on DGX Spark: 28.3 → 51 tok/s (+80%)☆316Aug 23, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Operator-grade GPU monitor for NVIDIA GPUs with native GB10 / DGX Spark coherent UMA support — PSI pressure, clock detection, ConnectX-7 …☆33May 31, 2026Updated 3 months ago
- llama-server start/stop scripts for Qwen3.6-35B-A3B UD-Q8_K_XL GGUF on DGX Spark☆27Jul 6, 2026Updated 2 months ago
- Deploy DeepSeek V4 Flash (MoE reasoning model) on dual DGX Spark nodes with 1M token context, InfiniBand, and FP8 KV-cache☆106Aug 20, 2026Updated last month
- A Prometheus metrics exporter for NVIDIA DGX Spark clusters.☆25Feb 16, 2026Updated 7 months ago
- A dedicated effort to make an optimized, bleeding edge vLLM image using Docker to support DGX comprehensively☆125Feb 22, 2026Updated 7 months ago
- DeepSeek-v4-Flash 0731 recipe for 2x DGX Sparks☆1,427Sep 16, 2026Updated last week
- Run the AEON Bench suite on your own hardware: verified HuggingFace pull → serve → benchmark (text · agentic ×3 harnesses · vision · audi…☆27Sep 11, 2026Updated 2 weeks ago
- ☆21Apr 7, 2026Updated 5 months ago
- ☆19May 31, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Local diagnostic CLI for NVIDIA DGX Spark (GB10). Detects power caps, UMA pressure, thermal risk, CUDA 13/SM_121 wheel mismatches, Docker…☆107Sep 5, 2026Updated 3 weeks ago
- LLM Stack for nVidia DGX Spark containing LiteLLM, LamaSwap, vLLM, Llama.cpp and ollama☆46Updated this week
- Qwen3.6-35B-A3B-heretic NVFP4 + DFlash speculative decoding on DGX Spark (GB10/sm_121a). Source-built vLLM image + 7 patches + comprehens…☆144Jun 28, 2026Updated 2 months ago
- Dual-engine (llama.cpp + vLLM) LLM benchmarking pipeline for GGUF & safetensors on NVIDIA GPUs — speed, quality, live dashboard, publisha…☆40Sep 20, 2026Updated last week
- Browser-based model and inference management for NVIDIA DGX Spark - inventory local and Hugging Face models, manage Ollama and LiteLLM, g…☆49Aug 11, 2026Updated last month
- antirez/ds4-style hybrid quant DeepSeek V4 Flash on a single DGX Spark via vLLM☆17May 11, 2026Updated 4 months ago
- 4-5x faster Qwen3.5 on ASUS GX10 / DGX Spark — Hybrid INT4+FP8 + MTP via one shell script☆32Apr 16, 2026Updated 5 months ago
- Pure Rust Inference Engine☆700Updated this week
- Uncensored/abliterated Ornith-1.0-35B (AEON Ultimate): 0% refusal, 0 coding-capability loss. BF16 + FP8 for vLLM.☆82Jun 29, 2026Updated 2 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Test LLMs on real tasks. Compare models side-by-side.☆427Aug 10, 2026Updated last month
- Tencent Hunyuan 3 (295B MoE) on 2x NVIDIA DGX Spark: NVFP4 W4A16 + native MTP speculative decoding. First published MTP-on-GB10 numbers, …☆19Jul 13, 2026Updated 2 months ago
- bf16 LoRA fine-tuning of [Qwen3.5-35B-A3B](https://huggingface.co/unsloth/Qwen3.5-35B-A3B) (a 35B-total / 3B-active Mixture-of-Experts vi…☆18Mar 12, 2026Updated 6 months ago
- Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash speculative decoding (n=12) on the unified ghcr.i…☆468Sep 15, 2026Updated last week
- MiniMax-M3 (428B, no pruning) at 36 tok/s on 2× NVIDIA DGX Spark — W4A16 GPTQ + NVFP4 KV + EAGLE-3 speculative decoding on vLLM. Three se…☆46Jul 13, 2026Updated 2 months ago
- Autonomous self-improving 4x DGX Spark (GB10) MoA stack + LoRA loop (DSV4F router, Qwen3.6/Omni/TwoTower/Gemma). Hermes MoA routing, ~90%…☆23Aug 17, 2026Updated last month
- ☆341May 15, 2026Updated 4 months ago