Recipe
glm-5-3-flash-unsloth-dynamic-iq4-xs-rtx-3090-24gb-llama-cpp-tp8
glm-5-3-flash-unsloth-dynamic-iq4-xs-rtx-3090-24gb-llama-cpp-tp8Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- b10667-2e0e57f1
- Accelerators
- 8
- Tensor parallel
- 8
- Context tokens
- 131,072
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/unsloth/GLM-5.3-Flash-GGUF- Repository
- unsloth/GLM-5.3-Flash-GGUF
- Status
- known
- Link type
- Exact Hub repository
Public Hugging Face repository confirmed by the Hub API.
Candidate: useful compatibility or speed evidence. The registry does not offer Run until promotion requirements are met.
Observed configuration
llama.cpp
Evidence only · candidate · reference
Candidate evidence — not a Run contract
Observed source tokens
Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.
/mnt/nvme/src/llama.cpp-glm53-mtp-candidate/build-cuda-nccl/bin/llama-server--model/mnt/nvme/models/unsloth/GLM-5.3-Flash-GGUF/UD-IQ4_XS/GLM-5.3-Flash-UD-IQ4_XS-00001-of-00005.gguf--aliasglm-5.3-flash-ud-iq4-xs--deviceCUDA5,CUDA6,CUDA7,CUDA4,CUDA3,CUDA2,CUDA1,CUDA0--split-modelayer--tensor-split8,5,6,5,5,6,6,6--n-gpu-layersall--n-cpu-moe0--fitoff--load-modemmap--ctx-size131072--parallel1--no-kv-unified--batch-size2048--ubatch-size32--cache-type-kf16--cache-type-vf16--flash-attnoff--threads8--threads-batch24--cache-prompt--cache-ram0--no-cache-idle-slots--ctx-checkpoints4--checkpoint-min-step8192--metrics--slots--host192.168.178.61--port18082--temp0--top-p1--top-k0--min-p0--reasoningon--reasoning-effortlow--spec-typedraft-mtp--spec-draft-n-max2--spec-draft-n-min1--no-spec-draft-backend-sampling
| Flag | Value |
|---|---|
--model | /mnt/nvme/models/unsloth/GLM-5.3-Flash-GGUF/UD-IQ4_XS/GLM-5.3-Flash-UD-IQ4_XS-00001-of-00005.gguf |
--alias | glm-5.3-flash-ud-iq4-xs |
--device | CUDA5,CUDA6,CUDA7,CUDA4,CUDA3,CUDA2,CUDA1,CUDA0 |
--split-mode | layer |
--tensor-split | 8,5,6,5,5,6,6,6 |
--n-gpu-layers | all |
--n-cpu-moe | 0 |
--fit | off |
--load-mode | mmap |
--ctx-size | 131072 |
--parallel | 1 |
--batch-size | 2048 |
--ubatch-size | 32 |
--cache-type-k | f16 |
--cache-type-v | f16 |
--flash-attn | off |
--threads | 8 |
--threads-batch | 24 |
--cache-ram | 0 |
--ctx-checkpoints | 4 |
--checkpoint-min-step | 8192 |
--host | 192.168.178.61 |
--port | 18082 |
--temp | 0 |
--top-p | 1 |
--top-k | 0 |
--min-p | 0 |
--reasoning | on |
--reasoning-effort | low |
--spec-type | draft-mtp |
--spec-draft-n-max | 2 |
--spec-draft-n-min | 1 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 131,072 | 148.4 | 42.1 | 2,460 | observed | glm-5-3-flash-unsloth-dynamic-iq4-xs-rtx-3090-24gb-llama-cpp-tp8-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 8
- hardware id
- rtx-3090-24gb
- id
- glm-5-3-flash-unsloth-dynamic-iq4-xs-rtx-3090-24gb-llama-cpp-tp8
- model instance id
- unsloth-glm-5-3-flash-gguf--unsloth-dynamic-iq4-xs
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- glm-5-3-flash-unsloth-dynamic-iq4-xs-rtx-3090-24gb-llama-cpp-tp8-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
- version
- b10667-2e0e57f1
serving
- max concurrency
- 1
- max context tokens
- 131,072
- tensor parallel
- 8
Provenance & metadata (3)
facts
- capabilities.chat · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
- capabilities.reasoning · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
- capabilities.tools · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
- capabilities.vision · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
- engine.graph mode · provenance · captured at
- 2026-08-30T09:10:02Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
- serving.kv cache tokens · provenance · captured at
- 2026-08-30T09:10:02Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
metadata
- localmaxxing · backend
- cuda
- localmaxxing · hardware label
- RTX 3090
- localmaxxing · notes
- Exact Unsloth UD-IQ4_XS GGUF; custom MTP candidate binary; quant repo revision ac47690c15c8. Two warmups and six sequential 512-token measured runs at temperature 0. Server --cache-prompt was enabled, but cache_prompt=false was sent per request; cached_tokens=0 and timings.cache_n=0 in every measured run. tokSTotal follows the current API wording: (prompt+output tokens)/client end-to-end seconds. Temperature-zero output hashes: 1 unique across 6 runs. MTP draft acceptance: 1752/2616 (0.6697). Service PID/config stable=True; benchmark incidents=0; systemd restarts=0; suspicious benchmark-window log lines=0. Per-GPU power values are medians of each run's mean active draw; peak VRAM is summed across GPUs.
- localmaxxing · run id
- cmtc0g6680041qq01j6ruzjdg
- localmaxxing · tokenized · fidelity
- faithful
provenance
- captured at
- 2026-08-30T09:10:02Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-30T09:10:02Z | normalized-recipe | www.localmaxxing.com/en/runs/cmtc0g6680041qq01j6ruzjdg ↗ |