Recipe
qwen2-5-7b-q4-k-m-rtx-4070-super-12gb-llama-cpp-tp1
qwen2-5-7b-q4-k-m-rtx-4070-super-12gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 65,536
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/Qwen/Qwen2.5-7B-Instruct- Repository
- Qwen/Qwen2.5-7B-Instruct
- 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-bench-mQwen3.5-9B-Q4_K_M.gguf-ngl99-fa1-pg65536,128-ctkturbo2-ctvturbo2
| Flag | Value |
|---|---|
-m | Qwen3.5-9B-Q4_K_M.gguf |
-ngl | 99 |
-fa | 1 |
-pg | 65536,128 |
-ctk | turbo2 |
-ctv | turbo2 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 65,536 | — | 77.4 | 248 | observed | qwen2-5-7b-q4-k-m-rtx-4070-super-12gb-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-4070-super-12gb
- id
- qwen2-5-7b-q4-k-m-rtx-4070-super-12gb-llama-cpp-tp1
- model instance id
- qwen-qwen2-5-7b-instruct--q4-k-m
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen2-5-7b-q4-k-m-rtx-4070-super-12gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
serving
- max concurrency
- 1
- max context tokens
- 65,536
- 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
metadata
- localmaxxing · backend
- cuda
- localmaxxing · hardware label
- RTX 4070 Super
- localmaxxing · notes
- Qwen3.5-9B-Q4_K_M (nouveau modèle non encore sur HF) - Métriques réelles depuis logs - RTX 4070 SUPER 12GB - TurboQuant turbo2
- localmaxxing · observed command
- llama-bench -m Qwen3.5-9B-Q4_K_M.gguf -ngl 99 -fa 1 -pg 65536,128 -ctk turbo2 -ctv turbo2
- localmaxxing · run id
- cmofvuf7v0005jv046xvcrah0
- localmaxxing · tokenized · arguments
- llama-bench, -m, Qwen3.5-9B-Q4_K_M.gguf, -ngl, 99, -fa, 1, -pg, 65536,128, -ctk, turbo2, -ctv, turbo2
- 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/cmofvuf7v0005jv046xvcrah0 ↗ |