FitMyLLM
AMD· GCN 1.0

AMD Radeon HD 8730 OEM

Running LLMs on the Radeon HD 8730 OEM — the long read: which models fit at which quantisation, and the settings worth changing. · Or what a budget buys

VRAM
1 GB
BUDGET
BANDWIDTH
72
GB/S
MODELS Q4
4/449
1%
7B Q4 SPEED
~9
USABLE
▸ MODEL COVERAGE @ Q41% OF ALL
▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

Average speeds at Q4 quantization. Actual performance varies by model architecture and context length.

3B
1.7GB NEEDED
7B
3.9GB NEEDED
14B
7.9GB NEEDED
32B
18.0GB NEEDED
70B
39.4GB NEEDED
▸ MEASURED RIG REPORTS

We rent the machine and time every model on it: decode, VRAM peak, concurrency, watts and cost per million tokens. Yours may already be one of them — and two are free to read in full.

SEE THE REPORTS
▸ SPECIFICATIONS
VRAM
1 GB
BANDWIDTH
72 GB/s
FP16 COMPUTE
0.6 TFLOPS
TDP
47W
MEMORY
GDDR5
ARCHITECTURE
GCN 1.0
STREAM PROCESSORS
384
PCIE
Gen 3 x16
4
FAST MODELS · >30 TOK/S
Real-time chat speed
4
USABLE · >10 TOK/S
Comfortable for all tasks
4
TOTAL COMPATIBLE
Fit in VRAM at Q4
▸ DON’T WANT TO BUY?

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▸ COMPATIBLE MODELS· 4
S
Falcon-H1R Tiny 90M0.09B
FALCON·256K CTX· CHAT· REASONING
711
TOK/S · 54% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
474
TOK/S · 57% VRAM
S
nomic-embed-text-v1.5 100M0.14B
EMBEDDING·8K CTX· CHAT
457
TOK/S · 57% VRAM
S
GPT-2 124M0.14B
GPT2·1K CTX· CHAT
457
TOK/S · 57% VRAM
▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your Radeon HD 8730 OEM.

WHAT THIS CARD IS WORTH

Radeon HD 8730 OEM holds 4 of the models in our catalogue and is, in practice, a Q4_K_M card — the largest it takes is Qwen 3.5 0.8B at Q4_K_M.

TOKENS/SEC PER $100
8B at Q4_K_M, so cards compare like for like
VRAM PER $100
what memory costs on this card
THE BIGGEST IT TAKES
Qwen 3.5 0.8B0.87B · Q4_K_M0.9 GB36 tok/sEST
LFM2 700M0.74B · Q4_K_M0.9 GB40 tok/sEST
Falcon-H1R Tiny 0.6B0.6B · Q6_K0.9 GB38 tok/sEST
Falcon Perception 0.6B0.6B · Q5_K_S0.9 GB43 tok/sEST
Falcon-H1 0.5B0.52B · Q6_K0.8 GB42 tok/sEST
Qwen 2.5 0.5B0.5B · Q8_00.9 GB36 tok/sEST
SmolVLM 500M0.5B · Q6_K0.9 GB44 tok/sEST
SmolLM2 360M0.36B · Q8_00.8 GB47 tok/sEST
AGAINST CARDS OF SIMILAR MEMORY
M2 (8GB)5 GB$5992.8 tok/s per $100
M3 (8GB)5 GB$5992.8 tok/s per $100
M1 (8GB)5 GB$4992.2 tok/s per $100
Radeon RX 6600S4 GB$175
Radeon HD 8730 OEM1 GB

Neighbours in memory rather than in price: memory decides whether a card can do the job at all, so two cards of the same size at different prices is the comparison you are making. Ordered by memory, then bandwidth — not by the value column, which is worked out from bandwidth and price alone and therefore rewards a cheap card whatever its software stack does to that bandwidth in practice. Read it as one input, not as a ranking.

▸ DEVICE UNDER TEST

AMD Radeon HD 8730 OEM — 1 GB VRAM.

RADEON HD 8730 OEM SPEC
BRAND
AMD
VRAM
1 GB GDDR5
BANDWIDTH
72 GB/s
FP16 COMPUTE
0.6 TFLOPS
FP32 COMPUTE
0.6 TFLOPS
STREAM PROCESSORS
384
TDP
47 W
ARCHITECTURE
GCN 1.0
▸ AI CAPABILITY
4/ 449 models @ Q4

With 1 GB VRAM and 72 GB/s bandwidth, this GPU handles models up to 0.14B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~8 tok/s.

§ 01TOP MODELS FOR RADEON HD 8730 OEM
4 FIT · SHOWING 4
MODELSIZEVRAM Q4TOK/SAVG
nomic-embed-text-v1.5 100M0.14B0.6 GB45762.3
GPT-2 124M0.14B0.6 GB4576.5
SmolLM2 135M0.135B0.6 GB4747.0
Falcon-H1R Tiny 90M0.09B0.5 GB711