Recipe
north-mini-code-1-0-ud-q6-k-xl-rtx-5090-32gb-llama-cpp-tp1
north-mini-code-1-0-ud-q6-k-xl-rtx-5090-32gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- b741 (1fd6dfe)
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 8,192
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/CohereLabs/North-Mini-Code-1.0- Repository
- CohereLabs/North-Mini-Code-1.0
- 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.
llama-server-mNorth-Mini-Code-1.0-UD-Q6_K_XL.gguf--aliasnorth-mini-code-ngl999-faon-c8192-ctkq8_0-ctvq8_0-np1--temp0--host127.0.0.1--port8080
| Flag | Value |
|---|---|
-m | North-Mini-Code-1.0-UD-Q6_K_XL.gguf |
--alias | north-mini-code |
-ngl | 999 |
-fa | on |
-c | 8192 |
-ctk | q8_0 |
-ctv | q8_0 |
-np | 1 |
--temp | 0 |
--host | 127.0.0.1 |
--port | 8080 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 8,192 | 4,272.4 | 258.4 | 49.4 | observed | north-mini-code-1-0-ud-q6-k-xl-rtx-5090-32gb-llama-cpp-tp1-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 1
- hardware id
- rtx-5090-32gb
- id
- north-mini-code-1-0-ud-q6-k-xl-rtx-5090-32gb-llama-cpp-tp1
- model instance id
- coherelabs-north-mini-code-1-0--ud-q6-k-xl
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- north-mini-code-1-0-ud-q6-k-xl-rtx-5090-32gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
- version
- b741 (1fd6dfe)
serving
- max concurrency
- 1
- max context tokens
- 8,192
- tensor parallel
- 1
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
- serving.max concurrency · provenance · captured at
- 2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-derived-from-source-evidence
serving.max concurrency · state known
metadata
- localmaxxing · backend
- cuda
- localmaxxing · batch size
- 1
- localmaxxing · hardware label
- RTX 5090
- localmaxxing · notes
- Single-stream throughput on RTX 5090 (display attached, ~10% pstate handicap). llama.cpp b741 (commit 1fd6dfe) rebuilt for sm_120/Blackwell with CUDA graphs + native FP4; cohere2moe MoE architecture. UD-Q6_K_XL unsloth dynamic quant (26 GB). Flash attention on, q8_0 KV cache, full GPU offload, n_ctx 8192 (model trains to 500k). Reasoning model: output tokens include the thinking trace. Measured via lmx CLI remote OpenAI-compat loop: 211-token coding prompt, 512 output tokens, temperature 0, warmup 2, median of 3 iterations. peakVramGb = llama-server process VRAM via nvidia-smi (26.9 of 32 GB).
- localmaxxing · observed command
- llama-server -m North-Mini-Code-1.0-UD-Q6_K_XL.gguf --alias north-mini-code -ngl 999 -fa on -c 8192 -ctk q8_0 -ctv q8_0 -np 1 --temp 0 --host 127.0.0.1 --port 8080
- localmaxxing · run id
- cmqdxgli700nzmp01qzuxcy3a
- localmaxxing · tokenized · arguments
- llama-server, -m, North-Mini-Code-1.0-UD-Q6_K_XL.gguf, --alias, north-mini-code, -ngl, 999, -fa, on, -c, 8192, -ctk, q8_0, -ctv, q8_0, -np, 1, --temp, 0, --host, 127.0.0.1, --port, 8080
- 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/cmqdxgli700nzmp01qzuxcy3a ↗ |