AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

Llama 3.1 70B (checkpoint unspecified) on AMD GPUs

20 results · 2 sources · 20 measurements

Grouped by reported model identity. Exact weights, quantizations and software can differ. How results are reviewed

Documented results

20 selected tests
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llama-bench
Llama 3.1 70B (checkpoint unspecified)Q4_K_MModel ref. ↗Token speed—
79.66 tok/sPrefill · mean · per request
—1 × Ryzen AI Max+ 395Single GPU · Unified memory · 128 GB RAM
Configuration
Memory
Unified memory · 128 GB RAM
OS
Fedora 43
Engine
llama.cpp
Backend
Vulkan / RADV
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
1
Date
2026-02-13
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llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed
35.74 tok/sThroughput · aggregate
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-batched-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-batched-bench
Prompt / output
512 / 128 tokens
Context
16384
Concurrency
4
Date
2024-11-13
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llama-bench
Llama 3.1 70B (checkpoint unspecified)Q4_K_MModel ref. ↗Token speed——
5.06 tok/sGeneration · mean · per request
1 × Ryzen AI Max+ 395Single GPU · Unified memory · 128 GB RAM
Configuration
Memory
Unified memory · 128 GB RAM
OS
Fedora 43
Engine
llama.cpp
Backend
Vulkan / RADV
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
1
Date
2026-02-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed
38.49 tok/sThroughput · aggregate
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-batched-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-batched-bench
Prompt / output
512 / 128 tokens
Context
16384
Concurrency
6
Date
2024-11-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)Q4_K_MModel ref. ↗Token speed—
81.63 tok/sPrefill · mean · per request
—1 × Ryzen AI Max+ 395Single GPU · Unified memory · 128 GB RAM
Configuration
Memory
Unified memory · 128 GB RAM
OS
Fedora 43
Engine
llama.cpp
Backend
Vulkan / RADV
Harness
llama-bench
Prompt / output
512 / 0 tokens
Context
Not reported
Concurrency
1
Date
2026-02-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed
37.63 tok/sThroughput · aggregate
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-batched-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-batched-bench
Prompt / output
512 / 128 tokens
Context
16384
Concurrency
8
Date
2024-11-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)Q4_K_MModel ref. ↗Token speed——
5.1 tok/sGeneration · mean · per request
1 × Ryzen AI Max+ 395Single GPU · Unified memory · 128 GB RAM
Configuration
Memory
Unified memory · 128 GB RAM
OS
Fedora 43
Engine
llama.cpp
Backend
Vulkan / RADV
Harness
llama-bench
Prompt / output
0 / 128 tokens
Context
Not reported
Concurrency
1
Date
2026-02-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed
40.28 tok/sThroughput · aggregate
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-batched-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-batched-bench
Prompt / output
512 / 128 tokens
Context
16384
Concurrency
10
Date
2024-11-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed
45.67 tok/sThroughput · aggregate
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-batched-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-batched-bench
Prompt / output
512 / 128 tokens
Context
16384
Concurrency
12
Date
2024-11-13
Full record →
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Generic LLM
Llama 3.1 70B (checkpoint unspecified)Q4_0Model ref. ↗Token speed—
96.2 tok/sPrefill · per request
—1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-speculative
Backend
AMD WMMA-patched flash attention
Harness
Not reported
Prompt / output
16 / 517 tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
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Generic LLM
Llama 3.1 70B (checkpoint unspecified)Q4_0Model ref. ↗Token speed——
25.92 tok/sGeneration · per request
1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-speculative
Backend
AMD WMMA-patched flash attention
Harness
Not reported
Prompt / output
16 / 517 tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed——
15.47 tok/sGeneration · per request
1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-bench
Prompt / output
? / 128 tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
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Report
llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed——
15.37 tok/sGeneration · per request
1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-bench
Prompt / output
? / 256 tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
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Report
llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed——
14.98 tok/sGeneration · per request
1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-bench
Prompt / output
? / 512 tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed—
101.75 tok/sPrefill · per request
—1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-bench
Prompt / output
64 / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
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llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed—
162.83 tok/sPrefill · per request
—1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-bench
Prompt / output
128 / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
View
Report
llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed—
292.35 tok/sPrefill · per request
—1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-bench
Prompt / output
256 / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
View
Report
llama-bench
Llama 3.1 70B (checkpoint unspecified)IQ4_XSModel ref. ↗Token speed—
315.7 tok/sPrefill · per request
—1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-bench
Backend
AMD WMMA-patched flash attention
Harness
llama-bench
Prompt / output
512 / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
View
Report
Generic LLM
Llama 3.1 70B (checkpoint unspecified)Q4_0Model ref. ↗Token speed——
15.29 tok/sGeneration · per request
1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-cli
Backend
AMD WMMA-patched flash attention
Harness
Not reported
Prompt / output
? / ? tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
View
Report
Generic LLM
Llama 3.1 70B (checkpoint unspecified)Q4_0Model ref. ↗Latency16 input · 517 output
19,943 msLatency · Per request
——1 × W7900Single GPU · 48 GB VRAM/GPU
Configuration
Memory
48 GB VRAM/GPU
OS
Not reported
Engine
llama.cpp / llama-speculative
Backend
AMD WMMA-patched flash attention
Harness
Not reported
Prompt / output
16 / 517 tokens
Context
Not reported
Concurrency
Not reported
Date
2024-11-13
Full record →
Quantizations and software

Quantizations: IQ4_XS, Q4_0, Q4_K_M
Engines: llama.cpp, llama.cpp / llama-batched-bench, llama.cpp / llama-bench, llama.cpp / llama-cli, llama.cpp / llama-speculative

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This is a selection across sources, not a ranking or a matched experiment. Reading benchmark reports

GPU benchmark pages: W7900 · Ryzen AI Max+ 395