| main: build = 3906 (7eee341b) | |
| main: built with Apple clang version 15.0.0 (clang-1500.3.9.4) for arm64-apple-darwin23.6.0 | |
| main: quantizing 'salamandra-2b_bf16.gguf' to './salamandra-2b_IQ3_XXS.gguf' as IQ3_XXS | |
| llama_model_loader: loaded meta data with 29 key-value pairs and 219 tensors from salamandra-2b_bf16.gguf (version GGUF V3 (latest)) | |
| llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. | |
| llama_model_loader: - kv 0: general.architecture str = llama | |
| llama_model_loader: - kv 1: general.type str = model | |
| llama_model_loader: - kv 2: general.size_label str = 2.3B | |
| llama_model_loader: - kv 3: general.license str = apache-2.0 | |
| llama_model_loader: - kv 4: general.tags arr[str,1] = ["text-generation"] | |
| llama_model_loader: - kv 5: general.languages arr[str,36] = ["bg", "ca", "code", "cs", "cy", "da"... | |
| llama_model_loader: - kv 6: llama.block_count u32 = 24 | |
| llama_model_loader: - kv 7: llama.context_length u32 = 8192 | |
| llama_model_loader: - kv 8: llama.embedding_length u32 = 2048 | |
| llama_model_loader: - kv 9: llama.feed_forward_length u32 = 5440 | |
| llama_model_loader: - kv 10: llama.attention.head_count u32 = 16 | |
| llama_model_loader: - kv 11: llama.attention.head_count_kv u32 = 16 | |
| llama_model_loader: - kv 12: llama.rope.freq_base f32 = 10000.000000 | |
| llama_model_loader: - kv 13: llama.attention.layer_norm_rms_epsilon f32 = 0.000010 | |
| llama_model_loader: - kv 14: general.file_type u32 = 32 | |
| llama_model_loader: - kv 15: llama.vocab_size u32 = 256000 | |
| llama_model_loader: - kv 16: llama.rope.dimension_count u32 = 128 | |
| llama_model_loader: - kv 17: tokenizer.ggml.add_space_prefix bool = true | |
| llama_model_loader: - kv 18: tokenizer.ggml.model str = llama | |
| llama_model_loader: - kv 19: tokenizer.ggml.pre str = default | |
| llama_model_loader: - kv 20: tokenizer.ggml.tokens arr[str,256000] = ["<unk>", "<s>", "</s>", "<pad>", "<|... | |
| llama_model_loader: - kv 21: tokenizer.ggml.scores arr[f32,256000] = [-1000.000000, -1000.000000, -1000.00... | |
| llama_model_loader: - kv 22: tokenizer.ggml.token_type arr[i32,256000] = [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, ... | |
| llama_model_loader: - kv 23: tokenizer.ggml.bos_token_id u32 = 1 | |
| llama_model_loader: - kv 24: tokenizer.ggml.eos_token_id u32 = 2 | |
| llama_model_loader: - kv 25: tokenizer.ggml.unknown_token_id u32 = 0 | |
| llama_model_loader: - kv 26: tokenizer.ggml.add_bos_token bool = true | |
| llama_model_loader: - kv 27: tokenizer.ggml.add_eos_token bool = false | |
| llama_model_loader: - kv 28: general.quantization_version u32 = 2 | |
| llama_model_loader: - type f32: 49 tensors | |
| llama_model_loader: - type bf16: 170 tensors | |
| ================================ Have weights data with 168 entries | |
| [ 1/ 219] output.weight - [ 2048, 256000, 1, 1], type = bf16, size = 1000.000 MB | |
| [ 2/ 219] token_embd.weight - [ 2048, 256000, 1, 1], type = bf16, | |
| ====== llama_model_quantize_internal: did not find weights for token_embd.weight | |
| converting to iq3_s .. load_imatrix: imatrix dataset='./imatrix/oscar/imatrix-dataset.txt' | |
| load_imatrix: loaded 168 importance matrix entries from imatrix/oscar/imatrix.dat computed on 44176 chunks | |
| prepare_imatrix: have 168 importance matrix entries | |
| size = 1000.00 MiB -> 214.84 MiB | |
| [ 3/ 219] blk.0.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 4/ 219] blk.0.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 5/ 219] blk.0.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 6/ 219] blk.0.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 7/ 219] blk.0.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 8/ 219] blk.0.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 9/ 219] blk.0.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 10/ 219] blk.0.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 11/ 219] blk.0.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 12/ 219] blk.1.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 13/ 219] blk.1.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 14/ 219] blk.1.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 15/ 219] blk.1.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 16/ 219] blk.1.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 17/ 219] blk.1.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 18/ 219] blk.1.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 19/ 219] blk.1.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 20/ 219] blk.1.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 21/ 219] blk.10.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 22/ 219] blk.10.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 23/ 219] blk.10.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 24/ 219] blk.10.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 25/ 219] blk.10.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 26/ 219] blk.10.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 27/ 219] blk.10.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 28/ 219] blk.10.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 29/ 219] blk.10.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 30/ 219] blk.11.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 31/ 219] blk.11.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 32/ 219] blk.11.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 33/ 219] blk.11.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 34/ 219] blk.11.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 35/ 219] blk.11.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 36/ 219] blk.11.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 37/ 219] blk.11.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 38/ 219] blk.11.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 39/ 219] blk.12.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 40/ 219] blk.12.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 41/ 219] blk.12.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 42/ 219] blk.12.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 43/ 219] blk.12.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 44/ 219] blk.12.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 45/ 219] blk.12.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 46/ 219] blk.12.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 47/ 219] blk.12.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 48/ 219] blk.13.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 49/ 219] blk.13.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 50/ 219] blk.13.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 51/ 219] blk.13.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 52/ 219] blk.13.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 53/ 219] blk.13.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 54/ 219] blk.13.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 55/ 219] blk.13.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 56/ 219] blk.13.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 57/ 219] blk.14.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 58/ 219] blk.14.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 59/ 219] blk.14.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 60/ 219] blk.14.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 61/ 219] blk.14.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 62/ 219] blk.14.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 63/ 219] blk.14.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 64/ 219] blk.14.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 65/ 219] blk.14.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 66/ 219] blk.15.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 67/ 219] blk.15.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 68/ 219] blk.15.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 69/ 219] blk.15.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 70/ 219] blk.15.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 71/ 219] blk.15.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 72/ 219] blk.15.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 73/ 219] blk.15.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 74/ 219] blk.15.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 75/ 219] blk.16.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 76/ 219] blk.16.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 77/ 219] blk.16.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 78/ 219] blk.16.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 79/ 219] blk.16.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 80/ 219] blk.16.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 81/ 219] blk.16.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 82/ 219] blk.16.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 83/ 219] blk.16.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 84/ 219] blk.17.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 85/ 219] blk.17.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 86/ 219] blk.17.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 87/ 219] blk.17.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 88/ 219] blk.17.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 89/ 219] blk.17.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 90/ 219] blk.17.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 91/ 219] blk.17.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 92/ 219] blk.17.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 93/ 219] blk.18.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 94/ 219] blk.18.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 95/ 219] blk.18.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 96/ 219] blk.18.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 97/ 219] blk.18.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 98/ 219] blk.18.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 99/ 219] blk.18.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 100/ 219] blk.18.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 101/ 219] blk.18.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 102/ 219] blk.19.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 103/ 219] blk.19.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 104/ 219] blk.19.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 105/ 219] blk.19.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 106/ 219] blk.19.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 107/ 219] blk.19.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 108/ 219] blk.19.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 109/ 219] blk.19.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 110/ 219] blk.19.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 111/ 219] blk.2.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 112/ 219] blk.2.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 113/ 219] blk.2.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 114/ 219] blk.2.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 115/ 219] blk.2.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 116/ 219] blk.2.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 117/ 219] blk.2.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 118/ 219] blk.2.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 119/ 219] blk.2.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 120/ 219] blk.20.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 121/ 219] blk.20.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 122/ 219] blk.20.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 123/ 219] blk.20.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 124/ 219] blk.20.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 125/ 219] blk.20.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 126/ 219] blk.20.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 127/ 219] blk.20.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 128/ 219] blk.20.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 129/ 219] blk.21.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 130/ 219] blk.21.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 131/ 219] blk.21.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 132/ 219] blk.21.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 133/ 219] blk.21.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 134/ 219] blk.21.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 135/ 219] blk.21.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 136/ 219] blk.21.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 137/ 219] blk.21.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 138/ 219] blk.22.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 139/ 219] blk.22.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 140/ 219] blk.22.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 141/ 219] blk.22.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 142/ 219] blk.22.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 143/ 219] blk.22.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 144/ 219] blk.22.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 145/ 219] blk.22.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 146/ 219] blk.22.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 147/ 219] blk.23.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 148/ 219] blk.23.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 149/ 219] blk.23.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 150/ 219] blk.23.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 151/ 219] blk.23.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 152/ 219] blk.23.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 153/ 219] blk.23.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 154/ 219] blk.23.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 155/ 219] blk.23.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 156/ 219] blk.3.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 157/ 219] blk.3.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 158/ 219] blk.3.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 159/ 219] blk.3.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 160/ 219] blk.3.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 161/ 219] blk.3.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 162/ 219] blk.3.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 163/ 219] blk.3.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 164/ 219] blk.3.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 165/ 219] blk.4.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 166/ 219] blk.4.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 167/ 219] blk.4.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 168/ 219] blk.4.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 169/ 219] blk.4.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 170/ 219] blk.4.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 171/ 219] blk.4.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 172/ 219] blk.4.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 173/ 219] blk.4.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 174/ 219] blk.5.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 175/ 219] blk.5.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 176/ 219] blk.5.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 177/ 219] blk.5.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 178/ 219] blk.5.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 179/ 219] blk.5.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 180/ 219] blk.5.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 181/ 219] blk.5.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 182/ 219] blk.5.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 183/ 219] blk.6.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 184/ 219] blk.6.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 185/ 219] blk.6.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 186/ 219] blk.6.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 187/ 219] blk.6.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 188/ 219] blk.6.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 189/ 219] blk.6.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 190/ 219] blk.6.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 191/ 219] blk.6.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 192/ 219] blk.7.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 193/ 219] blk.7.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 194/ 219] blk.7.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 195/ 219] blk.7.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 196/ 219] blk.7.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 197/ 219] blk.7.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 198/ 219] blk.7.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 199/ 219] blk.7.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 200/ 219] blk.7.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 201/ 219] blk.8.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 202/ 219] blk.8.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 203/ 219] blk.8.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 204/ 219] blk.8.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 205/ 219] blk.8.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 206/ 219] blk.8.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 207/ 219] blk.8.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 208/ 219] blk.8.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 209/ 219] blk.8.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 210/ 219] blk.9.attn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 211/ 219] blk.9.ffn_down.weight - [ 5440, 2048, 1, 1], type = bf16, | |
| llama_tensor_get_type : tensor cols 5440 x 2048 are not divisible by 256, required for iq3_xxs - using fallback quantization iq4_nl | |
| converting to iq4_nl .. size = 21.25 MiB -> 5.98 MiB | |
| [ 212/ 219] blk.9.ffn_gate.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 213/ 219] blk.9.ffn_up.weight - [ 2048, 5440, 1, 1], type = bf16, converting to iq3_xxs .. size = 21.25 MiB -> 4.07 MiB | |
| [ 214/ 219] blk.9.ffn_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| [ 215/ 219] blk.9.attn_k.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 216/ 219] blk.9.attn_output.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_s .. size = 8.00 MiB -> 1.72 MiB | |
| [ 217/ 219] blk.9.attn_q.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq2_s .. size = 8.00 MiB -> 1.28 MiB | |
| [ 218/ 219] blk.9.attn_v.weight - [ 2048, 2048, 1, 1], type = bf16, converting to iq3_xxs .. size = 8.00 MiB -> 1.53 MiB | |
| [ 219/ 219] output_norm.weight - [ 2048, 1, 1, 1], type = f32, size = 0.008 MB | |
| llama_model_quantize_internal: model size = 4298.38 MB | |
| llama_model_quantize_internal: quant size = 1693.40 MB | |
| llama_model_quantize_internal: WARNING: 24 of 169 tensor(s) required fallback quantization | |
| main: quantize time = 28893.81 ms | |
| main: total time = 28893.81 ms | |