diff --git a/.gitattributes b/.gitattributes index a6aff4fe6f4c1531a82277eafbec9015e0cfd089..ef9ce18fb5aa2d4851bee2071e7740ff9154f1c6 100644 --- a/.gitattributes +++ b/.gitattributes @@ -69,3 +69,7 @@ Qwen3-8B/ll_bsearch_kl0.01_eap0.99_sha_bw5.70_4-5-6-7-8bit_seed42/tokenizer.json Qwen3-8B/ll_bsearch_kl0.01_eap0.99_sha_bw7.11_4-8bit_seed1234/tokenizer.json filter=lfs diff=lfs merge=lfs -text Qwen3-8B/ll_bsearch_kl0.01_eap0.99_sha_bw7.16_4-8bit_seed42/tokenizer.json filter=lfs diff=lfs merge=lfs -text Qwen3-8B/ll_bsearch_kl0.01_sha_bw5.37_4-5-6-7-8bit/tokenizer.json filter=lfs diff=lfs merge=lfs -text +nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/tokenizer.json filter=lfs diff=lfs merge=lfs -text +nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/tokenizer.json filter=lfs diff=lfs merge=lfs -text +nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/tokenizer.json filter=lfs diff=lfs merge=lfs -text +nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/README.md b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/README.md new file mode 100644 index 0000000000000000000000000000000000000000..0461bde80c47740ea90cf54c30786a2a0b795bc1 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/README.md @@ -0,0 +1,18 @@ +# Quantized Model Checkpoint + +**Base model:** meta-llama/Llama-3.1-8B-Instruct + +**Average bitwidth:** 7.2377 + +**Sensitivity method:** shapley + +**Constraints:** +- max_kl: 0.01 +- min_eap: 0.985 + +**Metrics:** +- final_kl: 0.003573 +- final_eap: 0.985223 +- final_etl: 0.014777 + +See `quantization_config.txt` for full configuration details. diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/chat_template.jinja b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/config.json b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2bf71dab1ee4525127aba58e9446aa0a1dd046e6 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float16", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "transformers_version": "4.57.3", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/generation_config.json b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..993459bf55ed73c1390809c2e2a3d7c1c0e0d844 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed1234/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + 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8.156} +# +# Mode: binary_search_constraint (measured) +# Constraint max_kl: 0.01 +# Constraint min_eap: 0.985 +# Weights: nll=0.0, kl=0.0, eap=1.0 +# +# Average bitwidth: 7.2377 +# Total params: 6979321856 +# Total bits: 50514452546 +# Final KL: 0.003573 +# Final EAP: 0.985223 +# Final ETL: 0.014777 +# Satisfies constraints: True +# Solver calls: 9 +# Evaluations: 9 +# +# Bitwidth distribution: +# 8-bit: 196 layers (87.5%) +# 4-bit: 28 layers (12.5%) +# +model.layers.0.self_attn.q_proj: 8 +model.layers.0.self_attn.k_proj: 8 +model.layers.0.self_attn.v_proj: 8 +model.layers.0.self_attn.o_proj: 8 +model.layers.0.mlp.gate_proj: 4 +model.layers.0.mlp.up_proj: 4 +model.layers.0.mlp.down_proj: 8 +model.layers.1.self_attn.q_proj: 8 +model.layers.1.self_attn.k_proj: 8 +model.layers.1.self_attn.v_proj: 8 +model.layers.1.self_attn.o_proj: 8 +model.layers.1.mlp.gate_proj: 8 +model.layers.1.mlp.up_proj: 8 +model.layers.1.mlp.down_proj: 8 +model.layers.2.self_attn.q_proj: 8 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b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/README.md new file mode 100644 index 0000000000000000000000000000000000000000..ebb0f6add32c113dc125c25bce7f8be3f0351261 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/README.md @@ -0,0 +1,18 @@ +# Quantized Model Checkpoint + +**Base model:** meta-llama/Llama-3.1-8B-Instruct + +**Average bitwidth:** 7.2377 + +**Sensitivity method:** shapley + +**Constraints:** +- max_kl: 0.01 +- min_eap: 0.985 + +**Metrics:** +- final_kl: 0.003413 +- final_eap: 0.985264 +- final_etl: 0.014736 + +See `quantization_config.txt` for full configuration details. diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/chat_template.jinja b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/config.json b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2bf71dab1ee4525127aba58e9446aa0a1dd046e6 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.985_sha_bw7.24_4-8bit_seed42/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float16", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 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kl=0.0, eap=1.0 +# +# Average bitwidth: 7.2377 +# Total params: 6979321856 +# Total bits: 50514452546 +# Final KL: 0.003413 +# Final EAP: 0.985264 +# Final ETL: 0.014736 +# Satisfies constraints: True +# Solver calls: 9 +# Evaluations: 9 +# +# Bitwidth distribution: +# 8-bit: 196 layers (87.5%) +# 4-bit: 28 layers (12.5%) +# +model.layers.0.self_attn.q_proj: 8 +model.layers.0.self_attn.k_proj: 8 +model.layers.0.self_attn.v_proj: 8 +model.layers.0.self_attn.o_proj: 8 +model.layers.0.mlp.gate_proj: 4 +model.layers.0.mlp.up_proj: 4 +model.layers.0.mlp.down_proj: 8 +model.layers.1.self_attn.q_proj: 8 +model.layers.1.self_attn.k_proj: 8 +model.layers.1.self_attn.v_proj: 8 +model.layers.1.self_attn.o_proj: 8 +model.layers.1.mlp.gate_proj: 8 +model.layers.1.mlp.up_proj: 8 +model.layers.1.mlp.down_proj: 8 +model.layers.2.self_attn.q_proj: 8 +model.layers.2.self_attn.k_proj: 8 +model.layers.2.self_attn.v_proj: 8 +model.layers.2.self_attn.o_proj: 8 +model.layers.2.mlp.gate_proj: 8 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100644 index 0000000000000000000000000000000000000000..e81b05cd20b47305803478119e3377a3a3946106 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/README.md @@ -0,0 +1,18 @@ +# Quantized Model Checkpoint + +**Base model:** meta-llama/Llama-3.1-8B-Instruct + +**Average bitwidth:** 6.3964 + +**Sensitivity method:** shapley + +**Constraints:** +- max_kl: 0.01 +- min_eap: 0.98 + +**Metrics:** +- final_kl: 0.006474 +- final_eap: 0.980183 +- final_etl: 0.019817 + +See `quantization_config.txt` for full configuration details. diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/chat_template.jinja b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/config.json b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2bf71dab1ee4525127aba58e9446aa0a1dd046e6 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float16", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "transformers_version": "4.57.3", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/generation_config.json b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..993459bf55ed73c1390809c2e2a3d7c1c0e0d844 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.40_4-8bit_seed1234/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + 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b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/README.md new file mode 100644 index 0000000000000000000000000000000000000000..2b2f7fd7fd9801b6fc8d5236c9eee4412abe1d01 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/README.md @@ -0,0 +1,18 @@ +# Quantized Model Checkpoint + +**Base model:** meta-llama/Llama-3.1-8B-Instruct + +**Average bitwidth:** 6.4397 + +**Sensitivity method:** shapley + +**Constraints:** +- max_kl: 0.01 +- min_eap: 0.98 + +**Metrics:** +- final_kl: 0.006474 +- final_eap: 0.980022 +- final_etl: 0.019978 + +See `quantization_config.txt` for full configuration details. diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/chat_template.jinja b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/config.json b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2bf71dab1ee4525127aba58e9446aa0a1dd046e6 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float16", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "transformers_version": "4.57.3", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/generation_config.json b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..993459bf55ed73c1390809c2e2a3d7c1c0e0d844 --- /dev/null +++ b/nvfp/Llama-3.1-8B-Instruct/ll_bsearch_kl0.01_eap0.98_sha_bw6.44_4-8bit_seed42/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.3" +} 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kl=0.0, eap=1.0 +# +# Average bitwidth: 6.4397 +# Total params: 6979321856 +# Total bits: 44944416834 +# Final KL: 0.006474 +# Final EAP: 0.980022 +# Final ETL: 0.019978 +# Satisfies constraints: True +# Solver calls: 9 +# Evaluations: 9 +# +# Bitwidth distribution: +# 8-bit: 173 layers (77.2%) +# 4-bit: 51 layers (22.8%) +# +model.layers.0.self_attn.q_proj: 8 +model.layers.0.self_attn.k_proj: 8 +model.layers.0.self_attn.v_proj: 8 +model.layers.0.self_attn.o_proj: 8 +model.layers.0.mlp.gate_proj: 4 +model.layers.0.mlp.up_proj: 4 +model.layers.0.mlp.down_proj: 4 +model.layers.1.self_attn.q_proj: 8 +model.layers.1.self_attn.k_proj: 8 +model.layers.1.self_attn.v_proj: 8 +model.layers.1.self_attn.o_proj: 8 +model.layers.1.mlp.gate_proj: 8 +model.layers.1.mlp.up_proj: 8 +model.layers.1.mlp.down_proj: 8 +model.layers.2.self_attn.q_proj: 8 +model.layers.2.self_attn.k_proj: 8 +model.layers.2.self_attn.v_proj: 8 +model.layers.2.self_attn.o_proj: 8 +model.layers.2.mlp.gate_proj: 8 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