Hugging Face's logo

mwitiderrick
/
TinyLlama_output_finetune

Text Generation
Transformers
PyTorch
llama
conversational
Inference Endpoints
text-generation-inference
Model card Files Community
mwitiderrick commited on
Commit
2175f24
•
1 Parent(s): cd6039f

Upload folder using huggingface_hub

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. all_results.json +8 -0
  2. checkpoint-1000/config.json +29 -0
  3. checkpoint-1000/generation_config.json +7 -0
  4. checkpoint-1000/optimizer.pt +3 -0
  5. checkpoint-1000/pytorch_model.bin +3 -0
  6. checkpoint-1000/recipe.yaml +104 -0
  7. checkpoint-1000/rng_state.pth +3 -0
  8. checkpoint-1000/scheduler.pt +3 -0
  9. checkpoint-1000/special_tokens_map.json +30 -0
  10. checkpoint-1000/tokenizer.json +0 -0
  11. checkpoint-1000/tokenizer.model +3 -0
  12. checkpoint-1000/tokenizer_config.json +40 -0
  13. checkpoint-1000/trainer_state.json +31 -0
  14. checkpoint-1000/training_args.bin +3 -0
  15. checkpoint-1500/config.json +29 -0
  16. checkpoint-1500/generation_config.json +7 -0
  17. checkpoint-1500/optimizer.pt +3 -0
  18. checkpoint-1500/pytorch_model.bin +3 -0
  19. checkpoint-1500/recipe.yaml +104 -0
  20. checkpoint-1500/rng_state.pth +3 -0
  21. checkpoint-1500/scheduler.pt +3 -0
  22. checkpoint-1500/special_tokens_map.json +30 -0
  23. checkpoint-1500/tokenizer.json +0 -0
  24. checkpoint-1500/tokenizer.model +3 -0
  25. checkpoint-1500/tokenizer_config.json +40 -0
  26. checkpoint-1500/trainer_state.json +37 -0
  27. checkpoint-1500/training_args.bin +3 -0
  28. checkpoint-2000/config.json +29 -0
  29. checkpoint-2000/generation_config.json +7 -0
  30. checkpoint-2000/optimizer.pt +3 -0
  31. checkpoint-2000/pytorch_model.bin +3 -0
  32. checkpoint-2000/recipe.yaml +104 -0
  33. checkpoint-2000/rng_state.pth +3 -0
  34. checkpoint-2000/scheduler.pt +3 -0
  35. checkpoint-2000/special_tokens_map.json +30 -0
  36. checkpoint-2000/tokenizer.json +0 -0
  37. checkpoint-2000/tokenizer.model +3 -0
  38. checkpoint-2000/tokenizer_config.json +40 -0
  39. checkpoint-2000/trainer_state.json +43 -0
  40. checkpoint-2000/training_args.bin +3 -0
  41. checkpoint-2500/config.json +29 -0
  42. checkpoint-2500/generation_config.json +7 -0
  43. checkpoint-2500/optimizer.pt +3 -0
  44. checkpoint-2500/pytorch_model.bin +3 -0
  45. checkpoint-2500/recipe.yaml +104 -0
  46. checkpoint-2500/rng_state.pth +3 -0
  47. checkpoint-2500/scheduler.pt +3 -0
  48. checkpoint-2500/special_tokens_map.json +30 -0
  49. checkpoint-2500/tokenizer.json +0 -0
  50. checkpoint-2500/tokenizer.model +3 -0
all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.0,
3
+ "train_loss": 31291.547015404365,
4
+ "train_runtime": 1788.4277,
5
+ "train_samples": 12463,
6
+ "train_samples_per_second": 13.937,
7
+ "train_steps_per_second": 1.742
8
+ }
checkpoint-1000/config.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "./obcq_deployment",
3
+ "architectures": [
4
+ "LlamaForCausalLM"
5
+ ],
6
+ "attention_bias": false,
7
+ "bos_token_id": 1,
8
+ "eos_token_id": 2,
9
+ "hidden_act": "silu",
10
+ "hidden_size": 2048,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 5632,
13
+ "is_decoder": true,
14
+ "max_position_embeddings": 2048,
15
+ "model_type": "llama",
16
+ "num_attention_heads": 32,
17
+ "num_hidden_layers": 22,
18
+ "num_key_value_heads": 4,
19
+ "pretraining_tp": 1,
20
+ "rms_norm_eps": 1e-05,
21
+ "rope_scaling": null,
22
+ "rope_theta": 10000.0,
23
+ "tie_word_embeddings": false,
24
+ "torch_dtype": "float16",
25
+ "transformers_version": "1.7.0.20240122",
26
+ "use_cache": false,
27
+ "use_past": false,
28
+ "vocab_size": 32000
29
+ }
checkpoint-1000/generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 1,
3
+ "eos_token_id": 2,
4
+ "max_length": 2048,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "1.7.0.20240122"
7
+ }
checkpoint-1000/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46dc44b489506d6d651b0c56aaa95da647b83d92187c5df3f9a1c77332b881fa
3
+ size 4400363238
checkpoint-1000/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed6df076e5b420888f4eb6c7bfd39c01e7ca41f0404f945ff69d86071774fffd
3
+ size 2207873726
checkpoint-1000/recipe.yaml ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ test_stage_0:
2
+ obcq_modifiers:
3
+ LogarithmicEqualizationModifier:
4
+ mappings:
5
+ - - - re:.*q_proj
6
+ - re:.*k_proj
7
+ - re:.*v_proj
8
+ - re:.*input_layernorm
9
+ - - - re:.*gate_proj
10
+ - re:.*up_proj
11
+ - re:.*post_attention_layernorm
12
+ QuantizationModifier:
13
+ ignore:
14
+ - LlamaRotaryEmbedding
15
+ - LlamaRMSNorm
16
+ - SiLUActivation
17
+ - MatMulOutput_QK
18
+ - MatMulOutput_PV
19
+ - model.layers.21.mlp.down_proj
20
+ - model.layers.7.mlp.down_proj
21
+ - model.layers.2.mlp.down_proj
22
+ - model.layers.8.self_attn.q_proj
23
+ - model.layers.8.self_attn.k_proj
24
+ post_oneshot_calibration: true
25
+ scheme_overrides:
26
+ Linear:
27
+ weights:
28
+ num_bits: 8
29
+ symmetric: true
30
+ strategy: channel
31
+ MatMulLeftInput_QK:
32
+ input_activations:
33
+ num_bits: 8
34
+ symmetric: true
35
+ MatMulLeftInput_PV:
36
+ input_activations:
37
+ num_bits: 8
38
+ symmetric: true
39
+ Embedding:
40
+ input_activations: null
41
+ weights:
42
+ num_bits: 8
43
+ symmetric: false
44
+ SparseGPTModifier:
45
+ sparsity: 0.5
46
+ block_size: 128
47
+ sequential_update: true
48
+ quantize: true
49
+ percdamp: 0.01
50
+ mask_structure: 0:0
51
+ targets:
52
+ - re:model.layers.\d*$
53
+ test_stage_1:
54
+ obcq_modifiers:
55
+ LogarithmicEqualizationModifier:
56
+ mappings:
57
+ - - - re:.*q_proj
58
+ - re:.*k_proj
59
+ - re:.*v_proj
60
+ - re:.*input_layernorm
61
+ - - - re:.*gate_proj
62
+ - re:.*up_proj
63
+ - re:.*post_attention_layernorm
64
+ QuantizationModifier:
65
+ ignore:
66
+ - LlamaRotaryEmbedding
67
+ - LlamaRMSNorm
68
+ - SiLUActivation
69
+ - MatMulOutput_QK
70
+ - MatMulOutput_PV
71
+ - model.layers.21.mlp.down_proj
72
+ - model.layers.7.mlp.down_proj
73
+ - model.layers.2.mlp.down_proj
74
+ - model.layers.8.self_attn.q_proj
75
+ - model.layers.8.self_attn.k_proj
76
+ post_oneshot_calibration: true
77
+ scheme_overrides:
78
+ Linear:
79
+ weights:
80
+ num_bits: 8
81
+ symmetric: true
82
+ strategy: channel
83
+ MatMulLeftInput_QK:
84
+ input_activations:
85
+ num_bits: 8
86
+ symmetric: true
87
+ MatMulLeftInput_PV:
88
+ input_activations:
89
+ num_bits: 8
90
+ symmetric: true
91
+ Embedding:
92
+ input_activations: null
93
+ weights:
94
+ num_bits: 8
95
+ symmetric: false
96
+ SparseGPTModifier:
97
+ sparsity: 0.5
98
+ block_size: 128
99
+ sequential_update: true
100
+ quantize: true
101
+ percdamp: 0.01
102
+ mask_structure: 0:0
103
+ targets:
104
+ - re:model.layers.\d*$
checkpoint-1000/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:386fcc8cc1089aade9450d86fb239ea3483f455fd2d78d8378645feecfec9d69
3
+ size 14244
checkpoint-1000/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c34ba9e6f50c2313df84e91c7dfed2be6b77dec7394adba34d3bd12d40d5ba2d
3
+ size 1064
checkpoint-1000/special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
checkpoint-1000/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-1000/tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
3
+ size 499723
checkpoint-1000/tokenizer_config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<unk>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<s>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ }
27
+ },
28
+ "bos_token": "<s>",
29
+ "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
30
+ "clean_up_tokenization_spaces": false,
31
+ "eos_token": "</s>",
32
+ "legacy": false,
33
+ "model_max_length": 2048,
34
+ "pad_token": "</s>",
35
+ "padding_side": "right",
36
+ "sp_model_kwargs": {},
37
+ "tokenizer_class": "LlamaTokenizer",
38
+ "unk_token": "<unk>",
39
+ "use_default_system_prompt": false
40
+ }
checkpoint-1000/trainer_state.json ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 0.6418485237483954,
5
+ "eval_steps": 500,
6
+ "global_step": 1000,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.32,
13
+ "learning_rate": 5e-05,
14
+ "loss": 31251.434,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.64,
19
+ "learning_rate": 5e-05,
20
+ "loss": 31304.524,
21
+ "step": 1000
22
+ }
23
+ ],
24
+ "logging_steps": 500,
25
+ "max_steps": 3116,
26
+ "num_train_epochs": 2,
27
+ "save_steps": 500,
28
+ "total_flos": 1.9068132261888e+16,
29
+ "trial_name": null,
30
+ "trial_params": null
31
+ }
checkpoint-1000/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d259bb3b980ce004ad43f80c2d7f127a6d085a805ca671c63ea8e38660b643bb
3
+ size 4728
checkpoint-1500/config.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "./obcq_deployment",
3
+ "architectures": [
4
+ "LlamaForCausalLM"
5
+ ],
6
+ "attention_bias": false,
7
+ "bos_token_id": 1,
8
+ "eos_token_id": 2,
9
+ "hidden_act": "silu",
10
+ "hidden_size": 2048,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 5632,
13
+ "is_decoder": true,
14
+ "max_position_embeddings": 2048,
15
+ "model_type": "llama",
16
+ "num_attention_heads": 32,
17
+ "num_hidden_layers": 22,
18
+ "num_key_value_heads": 4,
19
+ "pretraining_tp": 1,
20
+ "rms_norm_eps": 1e-05,
21
+ "rope_scaling": null,
22
+ "rope_theta": 10000.0,
23
+ "tie_word_embeddings": false,
24
+ "torch_dtype": "float16",
25
+ "transformers_version": "1.7.0.20240122",
26
+ "use_cache": false,
27
+ "use_past": false,
28
+ "vocab_size": 32000
29
+ }
checkpoint-1500/generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 1,
3
+ "eos_token_id": 2,
4
+ "max_length": 2048,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "1.7.0.20240122"
7
+ }
checkpoint-1500/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1a11d5c1f1f864e472301a75cf017aa749805955847d0b1e5a5a20a2d7e2a773
3
+ size 4400363238
checkpoint-1500/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed6df076e5b420888f4eb6c7bfd39c01e7ca41f0404f945ff69d86071774fffd
3
+ size 2207873726
checkpoint-1500/recipe.yaml ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ test_stage_0:
2
+ obcq_modifiers:
3
+ LogarithmicEqualizationModifier:
4
+ mappings:
5
+ - - - re:.*q_proj
6
+ - re:.*k_proj
7
+ - re:.*v_proj
8
+ - re:.*input_layernorm
9
+ - - - re:.*gate_proj
10
+ - re:.*up_proj
11
+ - re:.*post_attention_layernorm
12
+ QuantizationModifier:
13
+ ignore:
14
+ - LlamaRotaryEmbedding
15
+ - LlamaRMSNorm
16
+ - SiLUActivation
17
+ - MatMulOutput_QK
18
+ - MatMulOutput_PV
19
+ - model.layers.21.mlp.down_proj
20
+ - model.layers.7.mlp.down_proj
21
+ - model.layers.2.mlp.down_proj
22
+ - model.layers.8.self_attn.q_proj
23
+ - model.layers.8.self_attn.k_proj
24
+ post_oneshot_calibration: true
25
+ scheme_overrides:
26
+ Linear:
27
+ weights:
28
+ num_bits: 8
29
+ symmetric: true
30
+ strategy: channel
31
+ MatMulLeftInput_QK:
32
+ input_activations:
33
+ num_bits: 8
34
+ symmetric: true
35
+ MatMulLeftInput_PV:
36
+ input_activations:
37
+ num_bits: 8
38
+ symmetric: true
39
+ Embedding:
40
+ input_activations: null
41
+ weights:
42
+ num_bits: 8
43
+ symmetric: false
44
+ SparseGPTModifier:
45
+ sparsity: 0.5
46
+ block_size: 128
47
+ sequential_update: true
48
+ quantize: true
49
+ percdamp: 0.01
50
+ mask_structure: 0:0
51
+ targets:
52
+ - re:model.layers.\d*$
53
+ test_stage_1:
54
+ obcq_modifiers:
55
+ LogarithmicEqualizationModifier:
56
+ mappings:
57
+ - - - re:.*q_proj
58
+ - re:.*k_proj
59
+ - re:.*v_proj
60
+ - re:.*input_layernorm
61
+ - - - re:.*gate_proj
62
+ - re:.*up_proj
63
+ - re:.*post_attention_layernorm
64
+ QuantizationModifier:
65
+ ignore:
66
+ - LlamaRotaryEmbedding
67
+ - LlamaRMSNorm
68
+ - SiLUActivation
69
+ - MatMulOutput_QK
70
+ - MatMulOutput_PV
71
+ - model.layers.21.mlp.down_proj
72
+ - model.layers.7.mlp.down_proj
73
+ - model.layers.2.mlp.down_proj
74
+ - model.layers.8.self_attn.q_proj
75
+ - model.layers.8.self_attn.k_proj
76
+ post_oneshot_calibration: true
77
+ scheme_overrides:
78
+ Linear:
79
+ weights:
80
+ num_bits: 8
81
+ symmetric: true
82
+ strategy: channel
83
+ MatMulLeftInput_QK:
84
+ input_activations:
85
+ num_bits: 8
86
+ symmetric: true
87
+ MatMulLeftInput_PV:
88
+ input_activations:
89
+ num_bits: 8
90
+ symmetric: true
91
+ Embedding:
92
+ input_activations: null
93
+ weights:
94
+ num_bits: 8
95
+ symmetric: false
96
+ SparseGPTModifier:
97
+ sparsity: 0.5
98
+ block_size: 128
99
+ sequential_update: true
100
+ quantize: true
101
+ percdamp: 0.01
102
+ mask_structure: 0:0
103
+ targets:
104
+ - re:model.layers.\d*$
checkpoint-1500/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:386fcc8cc1089aade9450d86fb239ea3483f455fd2d78d8378645feecfec9d69
3
+ size 14244
checkpoint-1500/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:084c8aecb9d3ac85c94f614df2060324a90d5a59efa400ab27a1733b0fc8abfb
3
+ size 1064
checkpoint-1500/special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
checkpoint-1500/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-1500/tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
3
+ size 499723
checkpoint-1500/tokenizer_config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<unk>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<s>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ }
27
+ },
28
+ "bos_token": "<s>",
29
+ "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
30
+ "clean_up_tokenization_spaces": false,
31
+ "eos_token": "</s>",
32
+ "legacy": false,
33
+ "model_max_length": 2048,
34
+ "pad_token": "</s>",
35
+ "padding_side": "right",
36
+ "sp_model_kwargs": {},
37
+ "tokenizer_class": "LlamaTokenizer",
38
+ "unk_token": "<unk>",
39
+ "use_default_system_prompt": false
40
+ }
checkpoint-1500/trainer_state.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 0.962772785622593,
5
+ "eval_steps": 500,
6
+ "global_step": 1500,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.32,
13
+ "learning_rate": 5e-05,
14
+ "loss": 31251.434,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.64,
19
+ "learning_rate": 5e-05,
20
+ "loss": 31304.524,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.96,
25
+ "learning_rate": 5e-05,
26
+ "loss": 31288.94,
27
+ "step": 1500
28
+ }
29
+ ],
30
+ "logging_steps": 500,
31
+ "max_steps": 3116,
32
+ "num_train_epochs": 2,
33
+ "save_steps": 500,
34
+ "total_flos": 2.8602198392832e+16,
35
+ "trial_name": null,
36
+ "trial_params": null
37
+ }
checkpoint-1500/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d259bb3b980ce004ad43f80c2d7f127a6d085a805ca671c63ea8e38660b643bb
3
+ size 4728
checkpoint-2000/config.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "./obcq_deployment",
3
+ "architectures": [
4
+ "LlamaForCausalLM"
5
+ ],
6
+ "attention_bias": false,
7
+ "bos_token_id": 1,
8
+ "eos_token_id": 2,
9
+ "hidden_act": "silu",
10
+ "hidden_size": 2048,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 5632,
13
+ "is_decoder": true,
14
+ "max_position_embeddings": 2048,
15
+ "model_type": "llama",
16
+ "num_attention_heads": 32,
17
+ "num_hidden_layers": 22,
18
+ "num_key_value_heads": 4,
19
+ "pretraining_tp": 1,
20
+ "rms_norm_eps": 1e-05,
21
+ "rope_scaling": null,
22
+ "rope_theta": 10000.0,
23
+ "tie_word_embeddings": false,
24
+ "torch_dtype": "float16",
25
+ "transformers_version": "1.7.0.20240122",
26
+ "use_cache": false,
27
+ "use_past": false,
28
+ "vocab_size": 32000
29
+ }
checkpoint-2000/generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 1,
3
+ "eos_token_id": 2,
4
+ "max_length": 2048,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "1.7.0.20240122"
7
+ }
checkpoint-2000/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f57ffa4ef5e2ac9e25aa77eebf2bfdf5471d5a27603568403fbda96e4b2bdcfd
3
+ size 4400363238
checkpoint-2000/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed6df076e5b420888f4eb6c7bfd39c01e7ca41f0404f945ff69d86071774fffd
3
+ size 2207873726
checkpoint-2000/recipe.yaml ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ test_stage_0:
2
+ obcq_modifiers:
3
+ LogarithmicEqualizationModifier:
4
+ mappings:
5
+ - - - re:.*q_proj
6
+ - re:.*k_proj
7
+ - re:.*v_proj
8
+ - re:.*input_layernorm
9
+ - - - re:.*gate_proj
10
+ - re:.*up_proj
11
+ - re:.*post_attention_layernorm
12
+ QuantizationModifier:
13
+ ignore:
14
+ - LlamaRotaryEmbedding
15
+ - LlamaRMSNorm
16
+ - SiLUActivation
17
+ - MatMulOutput_QK
18
+ - MatMulOutput_PV
19
+ - model.layers.21.mlp.down_proj
20
+ - model.layers.7.mlp.down_proj
21
+ - model.layers.2.mlp.down_proj
22
+ - model.layers.8.self_attn.q_proj
23
+ - model.layers.8.self_attn.k_proj
24
+ post_oneshot_calibration: true
25
+ scheme_overrides:
26
+ Linear:
27
+ weights:
28
+ num_bits: 8
29
+ symmetric: true
30
+ strategy: channel
31
+ MatMulLeftInput_QK:
32
+ input_activations:
33
+ num_bits: 8
34
+ symmetric: true
35
+ MatMulLeftInput_PV:
36
+ input_activations:
37
+ num_bits: 8
38
+ symmetric: true
39
+ Embedding:
40
+ input_activations: null
41
+ weights:
42
+ num_bits: 8
43
+ symmetric: false
44
+ SparseGPTModifier:
45
+ sparsity: 0.5
46
+ block_size: 128
47
+ sequential_update: true
48
+ quantize: true
49
+ percdamp: 0.01
50
+ mask_structure: 0:0
51
+ targets:
52
+ - re:model.layers.\d*$
53
+ test_stage_1:
54
+ obcq_modifiers:
55
+ LogarithmicEqualizationModifier:
56
+ mappings:
57
+ - - - re:.*q_proj
58
+ - re:.*k_proj
59
+ - re:.*v_proj
60
+ - re:.*input_layernorm
61
+ - - - re:.*gate_proj
62
+ - re:.*up_proj
63
+ - re:.*post_attention_layernorm
64
+ QuantizationModifier:
65
+ ignore:
66
+ - LlamaRotaryEmbedding
67
+ - LlamaRMSNorm
68
+ - SiLUActivation
69
+ - MatMulOutput_QK
70
+ - MatMulOutput_PV
71
+ - model.layers.21.mlp.down_proj
72
+ - model.layers.7.mlp.down_proj
73
+ - model.layers.2.mlp.down_proj
74
+ - model.layers.8.self_attn.q_proj
75
+ - model.layers.8.self_attn.k_proj
76
+ post_oneshot_calibration: true
77
+ scheme_overrides:
78
+ Linear:
79
+ weights:
80
+ num_bits: 8
81
+ symmetric: true
82
+ strategy: channel
83
+ MatMulLeftInput_QK:
84
+ input_activations:
85
+ num_bits: 8
86
+ symmetric: true
87
+ MatMulLeftInput_PV:
88
+ input_activations:
89
+ num_bits: 8
90
+ symmetric: true
91
+ Embedding:
92
+ input_activations: null
93
+ weights:
94
+ num_bits: 8
95
+ symmetric: false
96
+ SparseGPTModifier:
97
+ sparsity: 0.5
98
+ block_size: 128
99
+ sequential_update: true
100
+ quantize: true
101
+ percdamp: 0.01
102
+ mask_structure: 0:0
103
+ targets:
104
+ - re:model.layers.\d*$
checkpoint-2000/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1ff264f99d31b522cc7e2a4eac9d38606d0c58a34c0adc74d71e0ca8b371dc36
3
+ size 14244
checkpoint-2000/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:115fc5d3c71fc8b112d5c1701359950aa4e48ea559451a73de1d1d8ca1116d89
3
+ size 1064
checkpoint-2000/special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
checkpoint-2000/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-2000/tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
3
+ size 499723
checkpoint-2000/tokenizer_config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<unk>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<s>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ }
27
+ },
28
+ "bos_token": "<s>",
29
+ "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
30
+ "clean_up_tokenization_spaces": false,
31
+ "eos_token": "</s>",
32
+ "legacy": false,
33
+ "model_max_length": 2048,
34
+ "pad_token": "</s>",
35
+ "padding_side": "right",
36
+ "sp_model_kwargs": {},
37
+ "tokenizer_class": "LlamaTokenizer",
38
+ "unk_token": "<unk>",
39
+ "use_default_system_prompt": false
40
+ }
checkpoint-2000/trainer_state.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 1.2836970474967908,
5
+ "eval_steps": 500,
6
+ "global_step": 2000,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.32,
13
+ "learning_rate": 5e-05,
14
+ "loss": 31251.434,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.64,
19
+ "learning_rate": 5e-05,
20
+ "loss": 31304.524,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.96,
25
+ "learning_rate": 5e-05,
26
+ "loss": 31288.94,
27
+ "step": 1500
28
+ },
29
+ {
30
+ "epoch": 1.28,
31
+ "learning_rate": 5e-05,
32
+ "loss": 31300.232,
33
+ "step": 2000
34
+ }
35
+ ],
36
+ "logging_steps": 500,
37
+ "max_steps": 3116,
38
+ "num_train_epochs": 2,
39
+ "save_steps": 500,
40
+ "total_flos": 3.813388100724326e+16,
41
+ "trial_name": null,
42
+ "trial_params": null
43
+ }
checkpoint-2000/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d259bb3b980ce004ad43f80c2d7f127a6d085a805ca671c63ea8e38660b643bb
3
+ size 4728
checkpoint-2500/config.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "./obcq_deployment",
3
+ "architectures": [
4
+ "LlamaForCausalLM"
5
+ ],
6
+ "attention_bias": false,
7
+ "bos_token_id": 1,
8
+ "eos_token_id": 2,
9
+ "hidden_act": "silu",
10
+ "hidden_size": 2048,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 5632,
13
+ "is_decoder": true,
14
+ "max_position_embeddings": 2048,
15
+ "model_type": "llama",
16
+ "num_attention_heads": 32,
17
+ "num_hidden_layers": 22,
18
+ "num_key_value_heads": 4,
19
+ "pretraining_tp": 1,
20
+ "rms_norm_eps": 1e-05,
21
+ "rope_scaling": null,
22
+ "rope_theta": 10000.0,
23
+ "tie_word_embeddings": false,
24
+ "torch_dtype": "float16",
25
+ "transformers_version": "1.7.0.20240122",
26
+ "use_cache": false,
27
+ "use_past": false,
28
+ "vocab_size": 32000
29
+ }
checkpoint-2500/generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 1,
3
+ "eos_token_id": 2,
4
+ "max_length": 2048,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "1.7.0.20240122"
7
+ }
checkpoint-2500/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:39a5872508c57494ed2b601b032a556cc05da89f856f6628cd7c2196efd7dc4c
3
+ size 4400363238
checkpoint-2500/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed6df076e5b420888f4eb6c7bfd39c01e7ca41f0404f945ff69d86071774fffd
3
+ size 2207873726
checkpoint-2500/recipe.yaml ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ test_stage_0:
2
+ obcq_modifiers:
3
+ LogarithmicEqualizationModifier:
4
+ mappings:
5
+ - - - re:.*q_proj
6
+ - re:.*k_proj
7
+ - re:.*v_proj
8
+ - re:.*input_layernorm
9
+ - - - re:.*gate_proj
10
+ - re:.*up_proj
11
+ - re:.*post_attention_layernorm
12
+ QuantizationModifier:
13
+ ignore:
14
+ - LlamaRotaryEmbedding
15
+ - LlamaRMSNorm
16
+ - SiLUActivation
17
+ - MatMulOutput_QK
18
+ - MatMulOutput_PV
19
+ - model.layers.21.mlp.down_proj
20
+ - model.layers.7.mlp.down_proj
21
+ - model.layers.2.mlp.down_proj
22
+ - model.layers.8.self_attn.q_proj
23
+ - model.layers.8.self_attn.k_proj
24
+ post_oneshot_calibration: true
25
+ scheme_overrides:
26
+ Linear:
27
+ weights:
28
+ num_bits: 8
29
+ symmetric: true
30
+ strategy: channel
31
+ MatMulLeftInput_QK:
32
+ input_activations:
33
+ num_bits: 8
34
+ symmetric: true
35
+ MatMulLeftInput_PV:
36
+ input_activations:
37
+ num_bits: 8
38
+ symmetric: true
39
+ Embedding:
40
+ input_activations: null
41
+ weights:
42
+ num_bits: 8
43
+ symmetric: false
44
+ SparseGPTModifier:
45
+ sparsity: 0.5
46
+ block_size: 128
47
+ sequential_update: true
48
+ quantize: true
49
+ percdamp: 0.01
50
+ mask_structure: 0:0
51
+ targets:
52
+ - re:model.layers.\d*$
53
+ test_stage_1:
54
+ obcq_modifiers:
55
+ LogarithmicEqualizationModifier:
56
+ mappings:
57
+ - - - re:.*q_proj
58
+ - re:.*k_proj
59
+ - re:.*v_proj
60
+ - re:.*input_layernorm
61
+ - - - re:.*gate_proj
62
+ - re:.*up_proj
63
+ - re:.*post_attention_layernorm
64
+ QuantizationModifier:
65
+ ignore:
66
+ - LlamaRotaryEmbedding
67
+ - LlamaRMSNorm
68
+ - SiLUActivation
69
+ - MatMulOutput_QK
70
+ - MatMulOutput_PV
71
+ - model.layers.21.mlp.down_proj
72
+ - model.layers.7.mlp.down_proj
73
+ - model.layers.2.mlp.down_proj
74
+ - model.layers.8.self_attn.q_proj
75
+ - model.layers.8.self_attn.k_proj
76
+ post_oneshot_calibration: true
77
+ scheme_overrides:
78
+ Linear:
79
+ weights:
80
+ num_bits: 8
81
+ symmetric: true
82
+ strategy: channel
83
+ MatMulLeftInput_QK:
84
+ input_activations:
85
+ num_bits: 8
86
+ symmetric: true
87
+ MatMulLeftInput_PV:
88
+ input_activations:
89
+ num_bits: 8
90
+ symmetric: true
91
+ Embedding:
92
+ input_activations: null
93
+ weights:
94
+ num_bits: 8
95
+ symmetric: false
96
+ SparseGPTModifier:
97
+ sparsity: 0.5
98
+ block_size: 128
99
+ sequential_update: true
100
+ quantize: true
101
+ percdamp: 0.01
102
+ mask_structure: 0:0
103
+ targets:
104
+ - re:model.layers.\d*$
checkpoint-2500/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1ff264f99d31b522cc7e2a4eac9d38606d0c58a34c0adc74d71e0ca8b371dc36
3
+ size 14244
checkpoint-2500/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d9de07d7293968b9d2922a7f8c0991f17ddef6d3caf4a35f0fc3606f616dc368
3
+ size 1064
checkpoint-2500/special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
checkpoint-2500/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
checkpoint-2500/tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
3
+ size 499723