architecture dict | weight_memory_mib dict | kv_cache dict | empirical_verification dict |
|---|---|---|---|
{
"1.7B": {
"hidden": 2048,
"layers": 28,
"heads": 16,
"kv_heads": 8,
"head_dim": 128,
"intermediate": 6144,
"vocab": 151669,
"tied": true
},
"4B": {
"hidden": 2560,
"layers": 36,
"heads": 32,
"kv_heads": 8,
"head_dim": 128,
"intermediate": 9728,
"vocab"... | {
"q2_0_all_incl_embed_lmhead": {
"1.7B": 435.7,
"4B": 1018.7,
"8B": 2074.2
},
"q2_0_proj_only_fp16_embed": {
"1.7B": 949.5,
"4B": 1661,
"8B": 4129.3
},
"reference_full_fp16_gib": {
"1.7B": 3.2,
"4B": 7.49,
"8B": 15.25
}
} | {
"elements_per_token": {
"1.7B": 57344,
"4B": 73728,
"8B": 73728
},
"bytes_per_element_by_precision": {
"FP16": 2,
"Q8_0": 1.0625,
"Q5_1": 0.75,
"Q5_0": 0.6875,
"Q4_1": 0.625,
"Q4_0": 0.5625
}
} | {
"model": "Ternary-Bonsai-4B (checkpoint-600, v2 internal_qat LoRA r256)",
"context": 4096,
"predicted_mib": 1594.7,
"measured_after_load_mib": 1681.2,
"measured_after_3742_tokens_mib": 1768.1,
"overhead_after_load_mib": 86.5,
"overhead_after_generation_mib": 87,
"note": "KV-cache buffer allocated stat... |
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